setwd('/Users/robin/Desktop/Assignment\ 1\ MSDS\ 410')
mydata <- read.csv(file="ames_housing_data.csv",head=TRUE,sep=",")
str(mydata)
## 'data.frame':    2930 obs. of  82 variables:
##  $ SID          : int  1 2 3 4 5 6 7 8 9 10 ...
##  $ PID          : int  526301100 526350040 526351010 526353030 527105010 527105030 527127150 527145080 527146030 527162130 ...
##  $ SubClass     : int  20 20 20 20 60 60 120 120 120 60 ...
##  $ Zoning       : chr  "RL" "RH" "RL" "RL" ...
##  $ LotFrontage  : int  141 80 81 93 74 78 41 43 39 60 ...
##  $ LotArea      : int  31770 11622 14267 11160 13830 9978 4920 5005 5389 7500 ...
##  $ Street       : chr  "Pave" "Pave" "Pave" "Pave" ...
##  $ Alley        : chr  NA NA NA NA ...
##  $ LotShape     : chr  "IR1" "Reg" "IR1" "Reg" ...
##  $ LandContour  : chr  "Lvl" "Lvl" "Lvl" "Lvl" ...
##  $ Utilities    : chr  "AllPub" "AllPub" "AllPub" "AllPub" ...
##  $ LotConfig    : chr  "Corner" "Inside" "Corner" "Corner" ...
##  $ LandSlope    : chr  "Gtl" "Gtl" "Gtl" "Gtl" ...
##  $ Neighborhood : chr  "NAmes" "NAmes" "NAmes" "NAmes" ...
##  $ Condition1   : chr  "Norm" "Feedr" "Norm" "Norm" ...
##  $ Condition2   : chr  "Norm" "Norm" "Norm" "Norm" ...
##  $ BldgType     : chr  "1Fam" "1Fam" "1Fam" "1Fam" ...
##  $ HouseStyle   : chr  "1Story" "1Story" "1Story" "1Story" ...
##  $ OverallQual  : int  6 5 6 7 5 6 8 8 8 7 ...
##  $ OverallCond  : int  5 6 6 5 5 6 5 5 5 5 ...
##  $ YearBuilt    : int  1960 1961 1958 1968 1997 1998 2001 1992 1995 1999 ...
##  $ YearRemodel  : int  1960 1961 1958 1968 1998 1998 2001 1992 1996 1999 ...
##  $ RoofStyle    : chr  "Hip" "Gable" "Hip" "Hip" ...
##  $ RoofMat      : chr  "CompShg" "CompShg" "CompShg" "CompShg" ...
##  $ Exterior1    : chr  "BrkFace" "VinylSd" "Wd Sdng" "BrkFace" ...
##  $ Exterior2    : chr  "Plywood" "VinylSd" "Wd Sdng" "BrkFace" ...
##  $ MasVnrType   : chr  "Stone" "None" "BrkFace" "None" ...
##  $ MasVnrArea   : int  112 0 108 0 0 20 0 0 0 0 ...
##  $ ExterQual    : chr  "TA" "TA" "TA" "Gd" ...
##  $ ExterCond    : chr  "TA" "TA" "TA" "TA" ...
##  $ Foundation   : chr  "CBlock" "CBlock" "CBlock" "CBlock" ...
##  $ BsmtQual     : chr  "TA" "TA" "TA" "TA" ...
##  $ BsmtCond     : chr  "Gd" "TA" "TA" "TA" ...
##  $ BsmtExposure : chr  "Gd" "No" "No" "No" ...
##  $ BsmtFinType1 : chr  "BLQ" "Rec" "ALQ" "ALQ" ...
##  $ BsmtFinSF1   : int  639 468 923 1065 791 602 616 263 1180 0 ...
##  $ BsmtFinType2 : chr  "Unf" "LwQ" "Unf" "Unf" ...
##  $ BsmtFinSF2   : int  0 144 0 0 0 0 0 0 0 0 ...
##  $ BsmtUnfSF    : int  441 270 406 1045 137 324 722 1017 415 994 ...
##  $ TotalBsmtSF  : int  1080 882 1329 2110 928 926 1338 1280 1595 994 ...
##  $ Heating      : chr  "GasA" "GasA" "GasA" "GasA" ...
##  $ HeatingQC    : chr  "Fa" "TA" "TA" "Ex" ...
##  $ CentralAir   : chr  "Y" "Y" "Y" "Y" ...
##  $ Electrical   : chr  "SBrkr" "SBrkr" "SBrkr" "SBrkr" ...
##  $ FirstFlrSF   : int  1656 896 1329 2110 928 926 1338 1280 1616 1028 ...
##  $ SecondFlrSF  : int  0 0 0 0 701 678 0 0 0 776 ...
##  $ LowQualFinSF : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ GrLivArea    : int  1656 896 1329 2110 1629 1604 1338 1280 1616 1804 ...
##  $ BsmtFullBath : int  1 0 0 1 0 0 1 0 1 0 ...
##  $ BsmtHalfBath : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ FullBath     : int  1 1 1 2 2 2 2 2 2 2 ...
##  $ HalfBath     : int  0 0 1 1 1 1 0 0 0 1 ...
##  $ BedroomAbvGr : int  3 2 3 3 3 3 2 2 2 3 ...
##  $ KitchenAbvGr : int  1 1 1 1 1 1 1 1 1 1 ...
##  $ KitchenQual  : chr  "TA" "TA" "Gd" "Ex" ...
##  $ TotRmsAbvGrd : int  7 5 6 8 6 7 6 5 5 7 ...
##  $ Functional   : chr  "Typ" "Typ" "Typ" "Typ" ...
##  $ Fireplaces   : int  2 0 0 2 1 1 0 0 1 1 ...
##  $ FireplaceQu  : chr  "Gd" NA NA "TA" ...
##  $ GarageType   : chr  "Attchd" "Attchd" "Attchd" "Attchd" ...
##  $ GarageYrBlt  : int  1960 1961 1958 1968 1997 1998 2001 1992 1995 1999 ...
##  $ GarageFinish : chr  "Fin" "Unf" "Unf" "Fin" ...
##  $ GarageCars   : int  2 1 1 2 2 2 2 2 2 2 ...
##  $ GarageArea   : int  528 730 312 522 482 470 582 506 608 442 ...
##  $ GarageQual   : chr  "TA" "TA" "TA" "TA" ...
##  $ GarageCond   : chr  "TA" "TA" "TA" "TA" ...
##  $ PavedDrive   : chr  "P" "Y" "Y" "Y" ...
##  $ WoodDeckSF   : int  210 140 393 0 212 360 0 0 237 140 ...
##  $ OpenPorchSF  : int  62 0 36 0 34 36 0 82 152 60 ...
##  $ EnclosedPorch: int  0 0 0 0 0 0 170 0 0 0 ...
##  $ ThreeSsnPorch: int  0 0 0 0 0 0 0 0 0 0 ...
##  $ ScreenPorch  : int  0 120 0 0 0 0 0 144 0 0 ...
##  $ PoolArea     : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ PoolQC       : chr  NA NA NA NA ...
##  $ Fence        : chr  NA "MnPrv" NA NA ...
##  $ MiscFeature  : chr  NA NA "Gar2" NA ...
##  $ MiscVal      : int  0 0 12500 0 0 0 0 0 0 0 ...
##  $ MoSold       : int  5 6 6 4 3 6 4 1 3 6 ...
##  $ YrSold       : int  2010 2010 2010 2010 2010 2010 2010 2010 2010 2010 ...
##  $ SaleType     : chr  "WD " "WD " "WD " "WD " ...
##  $ SaleCondition: chr  "Normal" "Normal" "Normal" "Normal" ...
##  $ SalePrice    : int  215000 105000 172000 244000 189900 195500 213500 191500 236500 189000 ...
head(mydata)
##   SID       PID SubClass Zoning LotFrontage LotArea Street Alley LotShape
## 1   1 526301100       20     RL         141   31770   Pave  <NA>      IR1
## 2   2 526350040       20     RH          80   11622   Pave  <NA>      Reg
## 3   3 526351010       20     RL          81   14267   Pave  <NA>      IR1
## 4   4 526353030       20     RL          93   11160   Pave  <NA>      Reg
## 5   5 527105010       60     RL          74   13830   Pave  <NA>      IR1
## 6   6 527105030       60     RL          78    9978   Pave  <NA>      IR1
##   LandContour Utilities LotConfig LandSlope Neighborhood Condition1 Condition2
## 1         Lvl    AllPub    Corner       Gtl        NAmes       Norm       Norm
## 2         Lvl    AllPub    Inside       Gtl        NAmes      Feedr       Norm
## 3         Lvl    AllPub    Corner       Gtl        NAmes       Norm       Norm
## 4         Lvl    AllPub    Corner       Gtl        NAmes       Norm       Norm
## 5         Lvl    AllPub    Inside       Gtl      Gilbert       Norm       Norm
## 6         Lvl    AllPub    Inside       Gtl      Gilbert       Norm       Norm
##   BldgType HouseStyle OverallQual OverallCond YearBuilt YearRemodel RoofStyle
## 1     1Fam     1Story           6           5      1960        1960       Hip
## 2     1Fam     1Story           5           6      1961        1961     Gable
## 3     1Fam     1Story           6           6      1958        1958       Hip
## 4     1Fam     1Story           7           5      1968        1968       Hip
## 5     1Fam     2Story           5           5      1997        1998     Gable
## 6     1Fam     2Story           6           6      1998        1998     Gable
##   RoofMat Exterior1 Exterior2 MasVnrType MasVnrArea ExterQual ExterCond
## 1 CompShg   BrkFace   Plywood      Stone        112        TA        TA
## 2 CompShg   VinylSd   VinylSd       None          0        TA        TA
## 3 CompShg   Wd Sdng   Wd Sdng    BrkFace        108        TA        TA
## 4 CompShg   BrkFace   BrkFace       None          0        Gd        TA
## 5 CompShg   VinylSd   VinylSd       None          0        TA        TA
## 6 CompShg   VinylSd   VinylSd    BrkFace         20        TA        TA
##   Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1
## 1     CBlock       TA       Gd           Gd          BLQ        639
## 2     CBlock       TA       TA           No          Rec        468
## 3     CBlock       TA       TA           No          ALQ        923
## 4     CBlock       TA       TA           No          ALQ       1065
## 5      PConc       Gd       TA           No          GLQ        791
## 6      PConc       TA       TA           No          GLQ        602
##   BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir
## 1          Unf          0       441        1080    GasA        Fa          Y
## 2          LwQ        144       270         882    GasA        TA          Y
## 3          Unf          0       406        1329    GasA        TA          Y
## 4          Unf          0      1045        2110    GasA        Ex          Y
## 5          Unf          0       137         928    GasA        Gd          Y
## 6          Unf          0       324         926    GasA        Ex          Y
##   Electrical FirstFlrSF SecondFlrSF LowQualFinSF GrLivArea BsmtFullBath
## 1      SBrkr       1656           0            0      1656            1
## 2      SBrkr        896           0            0       896            0
## 3      SBrkr       1329           0            0      1329            0
## 4      SBrkr       2110           0            0      2110            1
## 5      SBrkr        928         701            0      1629            0
## 6      SBrkr        926         678            0      1604            0
##   BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual
## 1            0        1        0            3            1          TA
## 2            0        1        0            2            1          TA
## 3            0        1        1            3            1          Gd
## 4            0        2        1            3            1          Ex
## 5            0        2        1            3            1          TA
## 6            0        2        1            3            1          Gd
##   TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt
## 1            7        Typ          2          Gd     Attchd        1960
## 2            5        Typ          0        <NA>     Attchd        1961
## 3            6        Typ          0        <NA>     Attchd        1958
## 4            8        Typ          2          TA     Attchd        1968
## 5            6        Typ          1          TA     Attchd        1997
## 6            7        Typ          1          Gd     Attchd        1998
##   GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive
## 1          Fin          2        528         TA         TA          P
## 2          Unf          1        730         TA         TA          Y
## 3          Unf          1        312         TA         TA          Y
## 4          Fin          2        522         TA         TA          Y
## 5          Fin          2        482         TA         TA          Y
## 6          Fin          2        470         TA         TA          Y
##   WoodDeckSF OpenPorchSF EnclosedPorch ThreeSsnPorch ScreenPorch PoolArea
## 1        210          62             0             0           0        0
## 2        140           0             0             0         120        0
## 3        393          36             0             0           0        0
## 4          0           0             0             0           0        0
## 5        212          34             0             0           0        0
## 6        360          36             0             0           0        0
##   PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition
## 1   <NA>  <NA>        <NA>       0      5   2010      WD         Normal
## 2   <NA> MnPrv        <NA>       0      6   2010      WD         Normal
## 3   <NA>  <NA>        Gar2   12500      6   2010      WD         Normal
## 4   <NA>  <NA>        <NA>       0      4   2010      WD         Normal
## 5   <NA> MnPrv        <NA>       0      3   2010      WD         Normal
## 6   <NA>  <NA>        <NA>       0      6   2010      WD         Normal
##   SalePrice
## 1    215000
## 2    105000
## 3    172000
## 4    244000
## 5    189900
## 6    195500
names(mydata)
##  [1] "SID"           "PID"           "SubClass"      "Zoning"       
##  [5] "LotFrontage"   "LotArea"       "Street"        "Alley"        
##  [9] "LotShape"      "LandContour"   "Utilities"     "LotConfig"    
## [13] "LandSlope"     "Neighborhood"  "Condition1"    "Condition2"   
## [17] "BldgType"      "HouseStyle"    "OverallQual"   "OverallCond"  
## [21] "YearBuilt"     "YearRemodel"   "RoofStyle"     "RoofMat"      
## [25] "Exterior1"     "Exterior2"     "MasVnrType"    "MasVnrArea"   
## [29] "ExterQual"     "ExterCond"     "Foundation"    "BsmtQual"     
## [33] "BsmtCond"      "BsmtExposure"  "BsmtFinType1"  "BsmtFinSF1"   
## [37] "BsmtFinType2"  "BsmtFinSF2"    "BsmtUnfSF"     "TotalBsmtSF"  
## [41] "Heating"       "HeatingQC"     "CentralAir"    "Electrical"   
## [45] "FirstFlrSF"    "SecondFlrSF"   "LowQualFinSF"  "GrLivArea"    
## [49] "BsmtFullBath"  "BsmtHalfBath"  "FullBath"      "HalfBath"     
## [53] "BedroomAbvGr"  "KitchenAbvGr"  "KitchenQual"   "TotRmsAbvGrd" 
## [57] "Functional"    "Fireplaces"    "FireplaceQu"   "GarageType"   
## [61] "GarageYrBlt"   "GarageFinish"  "GarageCars"    "GarageArea"   
## [65] "GarageQual"    "GarageCond"    "PavedDrive"    "WoodDeckSF"   
## [69] "OpenPorchSF"   "EnclosedPorch" "ThreeSsnPorch" "ScreenPorch"  
## [73] "PoolArea"      "PoolQC"        "Fence"         "MiscFeature"  
## [77] "MiscVal"       "MoSold"        "YrSold"        "SaleType"     
## [81] "SaleCondition" "SalePrice"
mydata$TotalFloorSF <- mydata$FirstFlrSF + mydata$SecondFlrSF
mydata$HouseAge <- mydata$YrSold - mydata$YearBuilt
mydata$QualityIndex <- mydata$OverallQual * mydata$OverallCond
mydata$logSalePrice <- log(mydata$SalePrice)
mydata$price_sqft <- mydata$SalePrice/mydata$TotalFloorSF
summary(mydata$price_sqft)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   15.37  100.57  120.43  121.60  140.01  276.25
hist(mydata$price_sqft)

subdat <- subset(mydata, select=c("TotalFloorSF","HouseAge","QualityIndex",
                                  "price_sqft", "SalePrice","LotArea",
                                  "BsmtFinSF1","Neighborhood","HouseStyle",
                                  "LotShape","OverallQual","logSalePrice",
                                  "TotalBsmtSF","HouseStyle","Zoning","LotShape","SaleCondition","Functional", "LotArea","SubClass","LotFrontage","OverallCond", "YearBuilt", "ExterQual", "ExterCond", "FirstFlrSF", "SecondFlrSF", "BedroomAbvGr", "TotRmsAbvGrd", "GrLivArea", "MiscVal", "YearRemodel"))

str(subdat)
## 'data.frame':    2930 obs. of  32 variables:
##  $ TotalFloorSF : int  1656 896 1329 2110 1629 1604 1338 1280 1616 1804 ...
##  $ HouseAge     : int  50 49 52 42 13 12 9 18 15 11 ...
##  $ QualityIndex : int  30 30 36 35 25 36 40 40 40 35 ...
##  $ price_sqft   : num  130 117 129 116 117 ...
##  $ SalePrice    : int  215000 105000 172000 244000 189900 195500 213500 191500 236500 189000 ...
##  $ LotArea      : int  31770 11622 14267 11160 13830 9978 4920 5005 5389 7500 ...
##  $ BsmtFinSF1   : int  639 468 923 1065 791 602 616 263 1180 0 ...
##  $ Neighborhood : chr  "NAmes" "NAmes" "NAmes" "NAmes" ...
##  $ HouseStyle   : chr  "1Story" "1Story" "1Story" "1Story" ...
##  $ LotShape     : chr  "IR1" "Reg" "IR1" "Reg" ...
##  $ OverallQual  : int  6 5 6 7 5 6 8 8 8 7 ...
##  $ logSalePrice : num  12.3 11.6 12.1 12.4 12.2 ...
##  $ TotalBsmtSF  : int  1080 882 1329 2110 928 926 1338 1280 1595 994 ...
##  $ HouseStyle.1 : chr  "1Story" "1Story" "1Story" "1Story" ...
##  $ Zoning       : chr  "RL" "RH" "RL" "RL" ...
##  $ LotShape.1   : chr  "IR1" "Reg" "IR1" "Reg" ...
##  $ SaleCondition: chr  "Normal" "Normal" "Normal" "Normal" ...
##  $ Functional   : chr  "Typ" "Typ" "Typ" "Typ" ...
##  $ LotArea.1    : int  31770 11622 14267 11160 13830 9978 4920 5005 5389 7500 ...
##  $ SubClass     : int  20 20 20 20 60 60 120 120 120 60 ...
##  $ LotFrontage  : int  141 80 81 93 74 78 41 43 39 60 ...
##  $ OverallCond  : int  5 6 6 5 5 6 5 5 5 5 ...
##  $ YearBuilt    : int  1960 1961 1958 1968 1997 1998 2001 1992 1995 1999 ...
##  $ ExterQual    : chr  "TA" "TA" "TA" "Gd" ...
##  $ ExterCond    : chr  "TA" "TA" "TA" "TA" ...
##  $ FirstFlrSF   : int  1656 896 1329 2110 928 926 1338 1280 1616 1028 ...
##  $ SecondFlrSF  : int  0 0 0 0 701 678 0 0 0 776 ...
##  $ BedroomAbvGr : int  3 2 3 3 3 3 2 2 2 3 ...
##  $ TotRmsAbvGrd : int  7 5 6 8 6 7 6 5 5 7 ...
##  $ GrLivArea    : int  1656 896 1329 2110 1629 1604 1338 1280 1616 1804 ...
##  $ MiscVal      : int  0 0 12500 0 0 0 0 0 0 0 ...
##  $ YearRemodel  : int  1960 1961 1958 1968 1998 1998 2001 1992 1996 1999 ...
subdatnum <- subset(mydata, select=c("TotalFloorSF","HouseAge","QualityIndex",
                                     "SalePrice","LotArea","OverallQual","logSalePrice"))
#################################################################
############## Sample Population / Waterfall ###################
###############################################################
subdat1=subdat[!(subdat$TotalFloorSF>=4000),]
subdat2=subdat1[!(subdat1$QualityIndex<=5),]
subdat3=subdat2[!(subdat2$OverallQual<=2),]
subdat4=subset(subdat3, Zoning!="C (all)" & Zoning!="I (all)")
subdat5=subset(subdat4, SaleCondition!="Abnorml" & SaleCondition!="Alloca" & SaleCondition!="Partial")
subdat6=subset(subdat5, Functional=="Typ")
subdat7=subset(subdat6, LotArea<=100000)
subdat7[is.na(subdat7)] = 0
subdata=subdat7
counts=c(nrow(subdat),nrow(subdat1),nrow(subdat2),nrow(subdat3),nrow(subdat4),nrow(subdat5),nrow(subdat6),nrow(subdat7),nrow(subdata))
barplot(counts,names.arg=c("Total","<3500sf", "Ind>5", "Qual>2","No C/I","Norm", "Typ","<100k","NoN/A"),  main="Waterfall")

model1=lm(subdata$SalePrice~subdata$TotalFloorSF)
model1
## 
## Call:
## lm(formula = subdata$SalePrice ~ subdata$TotalFloorSF)
## 
## Coefficients:
##          (Intercept)  subdata$TotalFloorSF  
##              14913.4                 110.9
plot(subdata$TotalFloorSF,subdata$SalePrice)
abline(model1)

summary(model1)
## 
## Call:
## lm(formula = subdata$SalePrice ~ subdata$TotalFloorSF)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -191260  -25576   -1634   20346  326283 
## 
## Coefficients:
##                       Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          14913.386   3159.064   4.721 2.49e-06 ***
## subdata$TotalFloorSF   110.851      2.054  53.970  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 46160 on 2268 degrees of freedom
## Multiple R-squared:  0.5622, Adjusted R-squared:  0.562 
## F-statistic:  2913 on 1 and 2268 DF,  p-value: < 2.2e-16
anova(model1)
## Analysis of Variance Table
## 
## Response: subdata$SalePrice
##                        Df     Sum Sq    Mean Sq F value    Pr(>F)    
## subdata$TotalFloorSF    1 6.2067e+12 6.2067e+12  2912.8 < 2.2e-16 ***
## Residuals            2268 4.8327e+12 2.1308e+09                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
subdata$predict1=predict(model1)
subdata$residual1=subdata$SalePrice-subdata$predict1
summary(subdata$residual1)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## -191260  -25576   -1634       0   20346  326283
print(paste('SD:',sd(subdata$residual1)))
## [1] "SD: 46150.8583266009"
subdata$standResid1=(subdata$residual1-mean(subdata$residual1))/sd(subdata$residual1)
hist(subdata$standResid1)

plot(subdata$predict1,subdata$standResid1)

model2=lm(subdata$SalePrice~subdata$OverallQual)
model2
## 
## Call:
## lm(formula = subdata$SalePrice ~ subdata$OverallQual)
## 
## Coefficients:
##         (Intercept)  subdata$OverallQual  
##              -83302                42778
plot(subdata$OverallQual,subdata$SalePrice)
abline(model2)

summary(model2)
## 
## Call:
## lm(formula = subdata$SalePrice ~ subdata$OverallQual)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -151701  -26145   -1423   19633  282799 
## 
## Coefficients:
##                     Estimate Std. Error t value Pr(>|t|)    
## (Intercept)         -83301.9     4312.0  -19.32   <2e-16 ***
## subdata$OverallQual  42778.1      692.7   61.75   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 42610 on 2268 degrees of freedom
## Multiple R-squared:  0.6271, Adjusted R-squared:  0.6269 
## F-statistic:  3814 on 1 and 2268 DF,  p-value: < 2.2e-16
anova(model2)
## Analysis of Variance Table
## 
## Response: subdata$SalePrice
##                       Df     Sum Sq    Mean Sq F value    Pr(>F)    
## subdata$OverallQual    1 6.9225e+12 6.9225e+12  3813.6 < 2.2e-16 ***
## Residuals           2268 4.1169e+12 1.8152e+09                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
subdata$predict2=predict(model2)
subdata$residual2=subdata$SalePrice-subdata$predict2
summary(subdata$residual2)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## -151701  -26145   -1423       0   19633  282799
print(paste('SD:',sd(subdata$residual2)))
## [1] "SD: 42596.1100358403"
subdata$standResid2=(subdata$residual2-mean(subdata$residual2))/sd(subdata$residual2)
hist(subdata$standResid2)

plot(subdata$predict2,subdata$standResid2)

model3=lm(subdata$SalePrice~subdata$TotalFloorSF+subdata$OverallQual)
model3
## 
## Call:
## lm(formula = subdata$SalePrice ~ subdata$TotalFloorSF + subdata$OverallQual)
## 
## Coefficients:
##          (Intercept)  subdata$TotalFloorSF   subdata$OverallQual  
##            -95236.76                 65.01              29108.10
summary(model3)
## 
## Call:
## lm(formula = subdata$SalePrice ~ subdata$TotalFloorSF + subdata$OverallQual)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -208140  -21276    -517   19118  258569 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          -95236.756   3502.451  -27.19   <2e-16 ***
## subdata$TotalFloorSF     65.015      1.874   34.70   <2e-16 ***
## subdata$OverallQual   29108.103    684.642   42.52   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 34440 on 2267 degrees of freedom
## Multiple R-squared:  0.7564, Adjusted R-squared:  0.7562 
## F-statistic:  3520 on 2 and 2267 DF,  p-value: < 2.2e-16
anova(model3)
## Analysis of Variance Table
## 
## Response: subdata$SalePrice
##                        Df     Sum Sq    Mean Sq F value    Pr(>F)    
## subdata$TotalFloorSF    1 6.2067e+12 6.2067e+12  5233.0 < 2.2e-16 ***
## subdata$OverallQual     1 2.1439e+12 2.1439e+12  1807.6 < 2.2e-16 ***
## Residuals            2267 2.6888e+12 1.1861e+09                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
subdata$predict3=predict(model3)
subdata$residual3=subdata$SalePrice-subdata$predict3
summary(subdata$residual3)
##      Min.   1st Qu.    Median      Mean   3rd Qu.      Max. 
## -208140.0  -21275.8    -517.3       0.0   19117.5  258568.9
print(paste('SD:',sd(subdata$residual3)))
## [1] "SD: 34424.1667127006"
subdata$standResid3=(subdata$residual3-mean(subdata$residual3))/sd(subdata$residual3)
hist(subdata$standResid3)

plot(subdata$predict3,subdata$standResid3)

model4=lm(subdata$SalePrice~subdata$TotalFloorSF+subdata$OverallQual+subdata$HouseAge)
model4
## 
## Call:
## lm(formula = subdata$SalePrice ~ subdata$TotalFloorSF + subdata$OverallQual + 
##     subdata$HouseAge)
## 
## Coefficients:
##          (Intercept)  subdata$TotalFloorSF   subdata$OverallQual  
##            -43851.81                 68.08              22744.83  
##     subdata$HouseAge  
##              -463.33
summary(model4)
## 
## Call:
## lm(formula = subdata$SalePrice ~ subdata$TotalFloorSF + subdata$OverallQual + 
##     subdata$HouseAge)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -196908  -20868   -1344   17229  265569 
## 
## Coefficients:
##                       Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          -43851.81    4541.71  -9.655   <2e-16 ***
## subdata$TotalFloorSF     68.08       1.78  38.243   <2e-16 ***
## subdata$OverallQual   22744.83     752.91  30.209   <2e-16 ***
## subdata$HouseAge       -463.33      28.05 -16.521   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 32540 on 2266 degrees of freedom
## Multiple R-squared:  0.7826, Adjusted R-squared:  0.7823 
## F-statistic:  2719 on 3 and 2266 DF,  p-value: < 2.2e-16
anova(model4)
## Analysis of Variance Table
## 
## Response: subdata$SalePrice
##                        Df     Sum Sq    Mean Sq F value    Pr(>F)    
## subdata$TotalFloorSF    1 6.2067e+12 6.2067e+12 5860.71 < 2.2e-16 ***
## subdata$OverallQual     1 2.1439e+12 2.1439e+12 2024.43 < 2.2e-16 ***
## subdata$HouseAge        1 2.8905e+11 2.8905e+11  272.94 < 2.2e-16 ***
## Residuals            2266 2.3998e+12 1.0590e+09                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
subdata$predict4=predict(model4)
subdata$residual4=subdata$SalePrice-subdata$predict4
summary(subdata$residual4)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## -196908  -20868   -1344       0   17229  265569
print(paste('SD:',sd(subdata$residual4)))
## [1] "SD: 32521.2288440718"
subdata$standResid4=(subdata$residual4-mean(subdata$residual4))/sd(subdata$residual4)
hist(subdata$standResid4)

plot(subdata$predict4,subdata$standResid4)

model4log=lm(subdata$logSalePrice~subdata$TotalFloorSF+subdata$OverallQual+subdata$HouseAge)
model4log
## 
## Call:
## lm(formula = subdata$logSalePrice ~ subdata$TotalFloorSF + subdata$OverallQual + 
##     subdata$HouseAge)
## 
## Coefficients:
##          (Intercept)  subdata$TotalFloorSF   subdata$OverallQual  
##           10.9448651             0.0003466             0.1121124  
##     subdata$HouseAge  
##           -0.0031607
summary(model4log)
## 
## Call:
## lm(formula = subdata$logSalePrice ~ subdata$TotalFloorSF + subdata$OverallQual + 
##     subdata$HouseAge)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.95797 -0.09333  0.00720  0.09801  0.65176 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           1.094e+01  2.133e-02  513.01   <2e-16 ***
## subdata$TotalFloorSF  3.466e-04  8.362e-06   41.45   <2e-16 ***
## subdata$OverallQual   1.121e-01  3.537e-03   31.70   <2e-16 ***
## subdata$HouseAge     -3.161e-03  1.317e-04  -23.99   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.1529 on 2266 degrees of freedom
## Multiple R-squared:  0.8187, Adjusted R-squared:  0.8185 
## F-statistic:  3411 on 3 and 2266 DF,  p-value: < 2.2e-16
anova(model4log)
## Analysis of Variance Table
## 
## Response: subdata$logSalePrice
##                        Df  Sum Sq Mean Sq F value    Pr(>F)    
## subdata$TotalFloorSF    1 164.472 164.472 7038.16 < 2.2e-16 ***
## subdata$OverallQual     1  61.201  61.201 2618.94 < 2.2e-16 ***
## subdata$HouseAge        1  13.451  13.451  575.61 < 2.2e-16 ***
## Residuals            2266  52.953   0.023                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
subdata$predict4log=predict(model4log)
subdata$residual4log=subdata$SalePrice-subdata$predict4log
summary(subdata$residual4log)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   52489  129988  159988  177180  209363  624987
print(paste('SD:',sd(subdata$residual4log)))
## [1] "SD: 69751.5656795007"
subdata$standResid4log=(subdata$residual4log-mean(subdata$residual4log))/sd(subdata$residual4log)
hist(subdata$standResid4log)

plot(subdata$predict4,subdata$standResid4log)

model3log=lm(subdata$logSalePrice~subdata$TotalFloorSF+subdata$OverallQual)
model3log
## 
## Call:
## lm(formula = subdata$logSalePrice ~ subdata$TotalFloorSF + subdata$OverallQual)
## 
## Coefficients:
##          (Intercept)  subdata$TotalFloorSF   subdata$OverallQual  
##            1.059e+01             3.257e-04             1.555e-01
summary(model3log)
## 
## Call:
## lm(formula = subdata$logSalePrice ~ subdata$TotalFloorSF + subdata$OverallQual)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -1.03459 -0.09728  0.01091  0.11432  0.60203 
## 
## Coefficients:
##                       Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          1.059e+01  1.741e-02  608.67   <2e-16 ***
## subdata$TotalFloorSF 3.257e-04  9.311e-06   34.98   <2e-16 ***
## subdata$OverallQual  1.555e-01  3.402e-03   45.71   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.1711 on 2267 degrees of freedom
## Multiple R-squared:  0.7726, Adjusted R-squared:  0.7724 
## F-statistic:  3852 on 2 and 2267 DF,  p-value: < 2.2e-16
anova(model3log)
## Analysis of Variance Table
## 
## Response: subdata$logSalePrice
##                        Df  Sum Sq Mean Sq F value    Pr(>F)    
## subdata$TotalFloorSF    1 164.472 164.472  5615.0 < 2.2e-16 ***
## subdata$OverallQual     1  61.201  61.201  2089.4 < 2.2e-16 ***
## Residuals            2267  66.404   0.029                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
subdata$predict3log=predict(model3log)
subdata$residual3log=subdata$SalePrice-subdata$predict3log
summary(subdata$residual3log)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   52489  129988  159988  177180  209363  624987
print(paste('SD:',sd(subdata$residual3log)))
## [1] "SD: 69751.578138419"
subdata$standResid3log=(subdata$residual3log-mean(subdata$residual3log))/sd(subdata$residual3log)
hist(subdata$standResid3log)

plot(subdata$predict3,subdata$standResid3log)

model1log=lm(subdata$logSalePrice~subdata$TotalFloorSF)
model1log
## 
## Call:
## lm(formula = subdata$logSalePrice ~ subdata$TotalFloorSF)
## 
## Coefficients:
##          (Intercept)  subdata$TotalFloorSF  
##            1.118e+01             5.706e-04
summary(model1log)
## 
## Call:
## lm(formula = subdata$logSalePrice ~ subdata$TotalFloorSF)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -0.9444 -0.1317  0.0181  0.1409  0.7371 
## 
## Coefficients:
##                       Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          1.118e+01  1.623e-02  688.90   <2e-16 ***
## subdata$TotalFloorSF 5.706e-04  1.055e-05   54.07   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.2372 on 2268 degrees of freedom
## Multiple R-squared:  0.5631, Adjusted R-squared:  0.5629 
## F-statistic:  2923 on 1 and 2268 DF,  p-value: < 2.2e-16
anova(model1log)
## Analysis of Variance Table
## 
## Response: subdata$logSalePrice
##                        Df Sum Sq Mean Sq F value    Pr(>F)    
## subdata$TotalFloorSF    1 164.47 164.472  2923.2 < 2.2e-16 ***
## Residuals            2268 127.61   0.056                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
subdata$predict1log=predict(model1log)
subdata$residual1log=subdata$SalePrice-subdata$predict1log
summary(subdata$residual1log)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   52488  129988  159988  177180  209363  624987
print(paste('SD:',sd(subdata$residual1log)))
## [1] "SD: 69751.650514369"
subdata$standResid1log=(subdata$residual1log-mean(subdata$residual1log))/sd(subdata$residual1log)
hist(subdata$standResid1log)

plot(subdata$predict1,subdata$standResid1log)

library("lessR")
## 
## lessR 3.9.9  feedback: gerbing@pdx.edu  web: lessRstats.com/new
## ---------------------------------------------------------------
## > d <- Read("")   Read text, Excel, SPSS, SAS, or R data file
##   d is default data frame, data= in analysis routines optional
## 
## Many vignettes show by example how to use lessR. Topics are
## read, write, & manipulate data, graphics, means & models,
##   factor analysis, & customization. Two ways to view.
## Enter:  browseVignettes("lessR")
## Visit:  https://CRAN.R-project.org/package=lessR
reg_brief(SalePrice~TotalFloorSF+OverallQual+HouseAge,data=subdata)

## >>> Suggestion
## # Create an R markdown file for interpretative output with  Rmd = "file_name"
## reg(SalePrice ~ TotalFloorSF + OverallQual + HouseAge, data=subdata, Rmd="eg")  
## 
## 
##   BACKGROUND
## 
## Data Frame:  mydata 
##  
## Response Variable: SalePrice 
## Predictor Variable 1: TotalFloorSF 
## Predictor Variable 2: OverallQual 
## Predictor Variable 3: HouseAge 
##  
## Number of cases (rows) of data:  2270 
## Number of cases retained for analysis:  2270 
## 
## 
##   BASIC ANALYSIS
## 
##                Estimate    Std Err  t-value  p-value    Lower 95%    Upper 95% 
##  (Intercept) -43851.813   4541.709   -9.655    0.000   -52758.156   -34945.470 
## TotalFloorSF     68.077      1.780   38.243    0.000       64.586       71.568 
##  OverallQual  22744.832    752.914   30.209    0.000    21268.358    24221.305 
##     HouseAge   -463.334     28.045  -16.521    0.000     -518.331     -408.337 
## 
## 
## Standard deviation of residuals:  32542.749 for 2266 degrees of freedom 
##  
## R-squared:  0.783    Adjusted R-squared:  0.782    PRESS R-squared:  0.781 
## 
## Null hypothesis that all population slope coefficients are 0:
##   F-statistic: 2719.358     df: 3 and 2266     p-value:  0.000 
## 
## 
##                df             Sum Sq            Mean Sq   F-value   p-value 
## TotalFloorSF    1  6206666136584.840  6206666136584.840  5860.706     0.000 
##  OverallQual    1  2143929249378.881  2143929249378.881  2024.426     0.000 
##     HouseAge    1   289054554392.824   289054554392.824   272.943     0.000 
##  
## Model           3  8639649940356.545  2879883313452.182  2719.358     0.000 
## Residuals    2266  2399763208624.136     1059030542.200 
## SalePrice    2269 11039413148980.680     4865320911.847 
## 
## 
##   K-FOLD CROSS-VALIDATION
## 
##   RELATIONS AMONG THE VARIABLES
## 
##   RESIDUALS AND INFLUENCE
## 
##   FORECASTING ERROR
plot(cooks.distance(model4))
abline(h = qf(.50, 4, 2266) , col="red")
abline(h = 4/2270 , col="red")

cooksd <- cooks.distance(model4)
influential <- as.numeric(names(cooksd)[(cooksd > (4/2270))])

subdataNoInf <- subdata[-influential, ]
subdataNoInf
##      TotalFloorSF HouseAge QualityIndex price_sqft SalePrice LotArea BsmtFinSF1
## 1            1656       50           30  129.83092    215000   31770        639
## 2             896       49           30  117.18750    105000   11622        468
## 3            1329       52           36  129.42062    172000   14267        923
## 4            2110       42           35  115.63981    244000   11160       1065
## 5            1629       13           25  116.57459    189900   13830        791
## 6            1604       12           36  121.88279    195500    9978        602
## 7            1338        9           40  159.56652    213500    4920        616
## 8            1280       18           40  149.60938    191500    5005        263
## 9            1616       15           40  146.34901    236500    5389       1180
## 10           1804       11           35  104.76718    189000    7500          0
## 11           1655       17           30  106.28399    175900   10000          0
## 12           1187       18           42  155.85510    185000    7980        935
## 13           1465       12           30  123.13993    180400    8402          0
## 14           1341       20           35  127.88963    171500   10176        637
## 15           1502       25           40  141.14514    212000    6820        368
## 19            864       59           20  163.19444    141000   19138        120
## 21           1844       33           36  103.03688    190000   11751        705
## 22           1173       36           42  144.92754    170000   10625        885
## 23           1674       10           35  129.03226    216000    7500        533
## 24           1004       40           42  148.40637    149000   11241        578
## 25           1078       39           30  139.05380    149900   12537        734
## 26           1056       42           30  134.46970    142000    8450        775
## 27            882       40           20  142.85714    126000    8400        804
## 28            864       39           20  133.10185    115000   10500        432
## 29           1337       11           35  137.62154    184000    5858       1051
## 30            987       39           30   97.26444     96000    1680        156
## 31           1092       39           25   96.61172    105500    1680        300
## 32           1092       39           30   80.58608     88000    1680          0
## 33           1069       33           30  119.27035    127500    4043        360
## 34           1456       35           36  102.95330    149900    2280        514
## 35            836       35           42  143.54067    120000    2280          0
## 36           1456       32           30  100.27473    146000    2280        311
## 38           1704        3           40  179.57746    306000   11478       1218
## 42           1698        5           45  161.95524    275000   11520        110
## 43           1822        5           40  142.15148    259000   14122         28
## 44           1535        6           35  139.41368    214000   10171          2
## 48           2250        8           40  142.22222    320000   13650        578
## 49           1752        5           45  182.59132    319900    7658        456
## 50           1370        4           40  149.63504    205000    7132         24
## 51           1626        7           35  107.93358    175500    2628          0
## 52           1324        5           30  150.67976    199500   18494          0
## 53           1145        4           35  139.73799    160000    3203         16
## 54           1269        6           40  151.30024    192000    3182         24
## 55           1374        6           35  134.27948    184500   13300        326
## 56           1960        8           30  110.45918    216500    7851        625
## 57           1733        6           35  106.80208    185088    8577          0
## 58           1430       10           35  125.87413    180000    7750        250
## 59           2035        9           35  109.33661    222500    9505          0
## 60           2599       11           45  128.19084    333168   14774          0
## 61           2475       12           40  143.43434    355000   17433          0
## 62           1720       14           35  151.39535    260400   10593        919
## 63           2622       16           40  123.95118    325000   12256       1032
## 64           2270       11           56  127.75330    290000   11764        524
## 65           1839       12           35  120.17401    221000   16770          0
## 67           1595        5           40  138.87147    221500    8987          0
## 69           1547        1           35  139.10795    215200    8640         24
## 70           1566        2           40  167.62452    262500    9000       1078
## 71           1947        6           35  130.91936    254900   12552        222
## 73           2084        6           35  111.80422    233000   10142        656
## 74           1659        6           35  109.10187    181000   11920          0
## 75           2110       16           35   97.15640    205000    8880        695
## 76            923       30           30  154.92958    143000    8012        543
## 77           1845       18           30  102.43902    189000   11218          0
## 78            918       31           30  108.38780     99500    7892          0
## 79            752       26           30  166.22340    125000    7175        623
## 80           1744       17           49  111.52523    194500    9453        402
## 81           1097       26           30  138.55971    152000    9672        338
## 82           1564       30           36  109.33504    171000    8400          0
## 83           1012       90           25   66.69960     67500    9800          0
## 86            894       45           40  154.92170    138500    8450        553
## 87            900       43           25  135.55556    122000    9819        450
## 88           1040       47           25  127.88462    133000    7500        824
## 89           1040       48           40  122.11538    127000    6897        659
## 91           1923       18           35   98.80395    190000   10186        674
## 93           2225       18           40  128.08989    285000   11134       1129
## 94           1488        6           35  174.73118    260000    4835       1298
## 95           1680        6           35  113.09524    190000    3515          0
## 96           1200        6           35  129.16667    155000    3215        280
## 97           1200        6           35  125.83333    151000    3182          0
## 98           1200        6           35  124.58333    149500    2544        368
## 99           1236        5           30  122.97735    152000    2544        376
## 101          1573       10           30  112.84170    177500    2117        378
## 102          1512       10           30  117.06349    177000    2980        466
## 103          1416       11           35  109.46328    155000    2572        604
## 104          1080        7           35  136.21296    147110    2403        244
## 106          1848       10           40  137.44589    254000    7379        484
## 107           788       30           40  196.70051    155000    4420        728
## 108          1226       32           48  168.02610    206000    3880       1052
## 109          1479       34           48   88.23529    130500   13517        533
## 110          1492        8           35  154.15550    230000    8000        833
## 111          1829       43           36  119.46419    218500   10456        506
## 112          2495       17           30   97.59519    243500   10791       1137
## 113          1610       33           42  127.32919    205000   10603       1200
## 114          1891       32           30  112.37441    212500   18837        687
## 115          1714       22           35  114.64411    196500   10421        394
## 116          1381       38           42  143.01231    197500    9360        982
## 117          1645       39           36  103.95137    171000    9600        329
## 118          1232       44           25  115.46266    142250    9600        698
## 119          1328       47           30  107.68072    143000    9790        569
## 120          1225       51           20  105.26531    128950    9320        569
## 121          1209       44           25  131.51365    159000    9900       1059
## 122          1510       43           30  118.47682    178900    9680       1010
## 123          1775       46           30   76.78873    136300   10600          0
## 124          1152       46           35  156.68403    180500   14112       1014
## 127          1078       60           30  131.84137    142125    9717         49
## 129          1556       61           36  110.86118    172500   17360        300
## 130           858       52           35  135.78089    116500    7207        696
## 132          1063       56           25  120.41392    128000    9920        354
## 133          1520       55           36  100.65789    153000    9600        674
## 134          1268       56           30  104.10095    132000    7800        540
## 135          1128       44           48  157.80142    178000   11380        944
## 139          1604       52           25   84.16459    135000    8267          0
## 140          1480        7           35  144.59459    214000    8197       1188
## 141          1143       51           25  118.98513    136000    8050        856
## 142          1700       51           25   97.35294    165500   10552       1018
## 143          1314       53           30  110.35008    145000    8400        922
## 144          1194       51           36  123.95310    148000    8760          0
## 146          1264       50           25  132.51582    167500    9300        697
## 147          1206       51           25   89.99834    108538   10725        936
## 148          1580       51           30  100.94937    159500   10032        734
## 149          1337       54           20   80.77786    108000    8382          0
## 150          1064       58           35  126.87970    135000   10950        339
## 151           972       55           30  126.02881    122500   10895        648
## 154           985       90           28  106.59898    105000    7898          0
## 156          1086       56           35  133.42541    144900   10200        320
## 157           936       54           35  137.82051    129000    5868        248
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## 588          1336       40           25  122.00599    163000    9600        553
## 590          2288       32           49  100.52448    230000   13774        432
## 591          1334       32           30  125.86207    167900    9650        686
## 593          1665        8           48  136.33634    227000    8400        643
## 594           864       42           30  150.46296    130000    7130        648
## 595          1568       42           25   91.19898    143000    9600          0
## 596           925       44           30  127.02703    117500    9100        338
## 598          1320       38           30  130.68182    172500   16500        962
## 599          1342       42           30  120.34277    161500    9790        251
## 600           894       49           28  158.27740    141500    7436        734
## 601           864       50           35  136.57407    118000    8125        403
## 602           864       50           36  147.56944    127500    9100        612
## 603          1362       52           20  102.79001    140000    9450        775
## 606          1516       45           36  110.15831    167000   10004        196
## 607          1313       48           30  116.52704    153000    9350        310
## 609          1154       43           30  133.44887    154000   11000        740
## 610          2140       44           30   82.94393    177500    8970        388
## 611          1445       45           36  109.34256    158000   12095        564
## 612          1041       50           30  119.59654    124500    9600        991
## 613          1576       48           36  110.72335    174500   11475        568
## 614           960       54           25  127.08333    122000    9768        100
## 615           708       69           28  116.52542     82500    5330        280
## 616          1203       59           20   91.43807    110000    7015        185
## 617          1505       56           24   99.33555    149500   12160       1024
## 618          1691       42           30  103.48906    175000    9900       1173
## 619          1644       56           30  101.58151    167000    9600       1285
## 620          1050       53           30  122.76190    128900    9600        504
## 622          1113       59           35  132.07547    147000    9600        607
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## 625          1394       46           30  114.06026    159000    9500        609
## 626          1567       43           48  163.36950    256000   14695       1387
## 627          1986       44           42  103.22256    205000   13600        454
## 628          2142       41           36   90.33613    193500   13000        448
## 630          1738       89           16   60.35673    104900   12513          0
## 631          1144       53           35  131.11888    150000    8760        856
## 632          1478       52           18  105.88633    156500    8400        189
## 633          1329       49           42  132.43040    176000   12285        544
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## 636          1215       51           42  127.57202    155000   12400        585
## 638          1382       54           25  110.70912    153000    8750        172
## 639          1200       53           20  120.00000    144000   10400        155
## 640          1382       47           30  127.35166    176000   19296        672
## 641          1297       55           30  117.96453    153000    8532       1213
## 642          1866       51           20   72.34727    135000    9482          0
## 643          1062       55           42  123.35217    131000    8128        490
## 645          1112       58           25  113.30935    126000   13070        308
## 646          1005       54           20  114.42786    115000   10434          0
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## 649          1031       57           40  141.12512    145500    7626        931
## 650          1210       56           25   85.04132    102900    9533          0
## 652          1527       61           49   99.86902    152500   11419        699
## 653          1200       59           30  108.25000    129900    9600        390
## 654           972       61           36  135.80247    132000    8000        680
## 655           792       51           15  126.13636     99900    5470          0
## 657          1352       70           35  110.20710    149000   10800          0
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## 659           792       85           40  138.25758    109500    9022          0
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## 664          1374       89           24   76.41921    105000    5400        315
## 665           846       89           35  125.29551    106000   10800          0
## 668          1380       46           42  111.59420    154000   10143        384
## 670          2634       40           25   75.93014    200000   11643        500
## 671           951       51           54  150.89380    143500    8010        745
## 672          1105       52           36  122.17195    135000   10454        546
## 673          1306       52           35  117.15161    153000    8712        860
## 674          1478       49           30  106.56292    157500   17600       1270
## 675          1142       51           36   99.38704    113500    9000          0
## 676          1036       60           35  128.37838    133000   12144        375
## 677          1040       59           12   89.32692     92900    8544          0
## 679          1040       60           20   86.53846     90000    7200          0
## 681          1041       51           30  122.95869    128000    7350          0
## 683           732       57           35  162.43169    118900    7200        630
## 684          1183       50           25  116.65258    138000    8000        433
## 685          1148       50           25  115.41812    132500    7931       1148
## 686          1461       60           28   91.37577    133500   10800          0
## 688          1806       45           30   80.14950    144750    7570          0
## 689           941       31           35  154.09139    145000    8604        941
## 690          1045       46           36  121.53110    127000    7936        826
## 691           894       47           25  122.48322    109500    6600          0
## 692          1224       83           48   93.95425    115000    3950        468
## 693          1230       99           30   89.43089    110000   10440          0
## 694          1378       74           48   93.54136    128900    4080          0
## 697          1306       99           40   99.54058    130000   15660          0
## 698          1464       99           40   88.11475    129000    9900          0
## 699          1558       70           30   96.27728    150000    6406        421
## 701          1701       89           24   55.58495     94550    7627          0
## 702          1960       57           25   63.52041    124500    7596          0
## 703          1389       63           56   97.19222    135000    3378          0
## 704          1447       99           25   71.18176    103000   10134          0
## 706          1328       59           35   97.51506    129500    6000        384
## 707          1387       55           20   67.05119     93000    6000          0
## 708           861       89           24   92.91521     80000    7404          0
## 711           886       71           40  103.04740     91300    5784          0
## 712           792       86           40  125.63131     99500    8520          0
## 714          1510       99           16   57.94702     87500    9600          0
## 715          1284       62           35   85.66978    110000    3500        312
## 718          2007      109           42   79.72098    160000    8400          0
## 719          1288       92           42   92.39130    119000    3600          0
## 722          1482       89           63   96.49123    143000    9000        624
## 724          1749      119           30   71.41224    124900    8820       1088
## 725          1044       89           36  113.98467    119000    5400          0
## 726          1521       99           42   96.31821    146500    9720          0
## 730          1432       86           36  104.05028    149000    6615          0
## 731          1548       84           49  132.42894    205000    7264          0
## 732          1654       79           35   82.82950    137000    4960          0
## 733           952       93           36  127.10084    121000    8854          0
## 734          1324       73           24   96.67674    128000    6000        672
## 735          1176       72           54  114.71088    134900    6000          0
## 736          1348       84           40   86.79525    117000    6000          0
## 737          1412       70           36   93.83853    132500    6000          0
## 738          1142       85           25   81.43608     93000    6000        220
## 739           904       83           42  131.63717    119000    6000          0
## 741          1539       73           30   91.94282    141500    6120          0
## 742          1573       74           28   84.55181    133000    6120          0
## 744           875       78           35  120.00000    105000    6120        209
## 746          1582       71           30   94.81669    150000    6120        273
## 747          1072       84           25  118.00373    126500    8635        134
## 748          2134       93           36  100.51546    214500   11888          0
## 750          1768       94           36   87.66968    155000    8094          0
## 755          1930       82           30   77.20207    149000    6876        522
## 756           848       84           20  121.46226    103000    6240        152
## 757          1427       94           42   86.19481    123000    5775          0
## 759          1666       82           36   81.03241    135000    5160          0
## 761          1403       94           42   82.67997    116000   10320        276
## 762           704       63           36  126.06534     88750    4280          0
## 765          1152       31           25  138.80208    159900   10547       1152
## 767          1369       84           36   75.67568    103600    6629        551
## 768          1112       75           15   56.65468     63000    9780          0
## 770          1121       46           30  123.99643    139000    8816        651
## 771          1683       31           30  102.49554    172500   11184        226
## 773           899       42           35  144.60512    130000    7800        450
## 774          1034       31           30  144.97099    149900    8014        456
## 775           858       27           25  157.22611    134900    7252        685
## 776           860       27           30  159.30233    137000    8740        672
## 777          1092       47           25  127.28938    139000   11616        170
## 778          1515       48           25  108.91089    165000   15400          0
## 779          1138       49           30  130.05272    148000   15312        588
## 780          2071       53           25   79.67166    165000   15584          0
## 784          1229       53           24  109.84540    135000   17140       1059
## 785           861       69           20   95.81882     82500   12342        262
## 786          1867       54           25  101.76754    190000   10708        379
## 789          1689       53           30   75.48845    127500    9855          0
## 790          1073       53           25  113.23392    121500    9571        257
## 792          1639       63           42   94.20378    154400    9350        342
## 793           672       68           24  168.15476    113000    9340        344
## 794          1089       55           30  114.78421    125000    7440        173
## 795           845       52           12   99.40828     84000   11500          0
## 796          1049       25           25  132.98379    139500    4235        552
## 798          1258       70           30   83.46582    105000    9060        204
## 799          1510       69           20   71.52318    108000    9084          0
## 800          1061       19           42  152.68615    162000   10778        460
## 803          2196       19           49  123.81603    271900   14684        485
## 804          1775       16           35  120.00000    213000    9317        513
## 805          1879       16           35  127.67429    239900   10560        474
## 806          2020       14           40  118.56436    239500    9828        584
## 816          2787        9           35   96.69896    269500   11855        820
## 817          2787        9           35   96.69896    269500    7939        820
## 818          2787        9           35   96.69896    269500    7976        820
## 820          1718        2           40  172.87544    297000   10637       1288
## 821          1630        1           40  181.28405    295493   10226          0
## 823          1468        1           40  163.41962    239900    9178          0
## 824          1768        2           40  119.90950    212000   10769         20
## 825          1838        2           40  148.25898    272500   11422       1359
## 826          1800        2           45  132.77778    239000   11923          0
## 828          1290        2           35  155.03876    200000    6762        902
## 829          1254        1           40  176.87400    221800   10324        872
## 830          1232        2           35  157.87338    194500    7314        724
## 831          1498        4           40  158.21095    237000   11645         24
## 832          1422        4           30  121.65963    173000   11646          0
## 833          1644       20           35  167.27494    275000   12800       1518
## 834          1759       17           35  132.74588    233500   16698        800
## 836          1040       13           25  146.15385    152000   12464        732
## 837           990       15           35  144.44444    143000    9757        755
## 838          1764       12           30  131.23583    231500   15426        821
## 839          1661       13           42  127.63396    212000   10667        385
## 840          1463       11           35  141.49009    207000   14753        950
## 841          1097       15           25  132.17867    145000   10859          0
## 842           990       15           25  139.39394    138000    8072        746
## 843          1779       11           35  111.24227    197900   10400          0
## 844          1501       10           35  135.90939    204000   10335        679
## 845          1431       10           35  134.17191    192000    9017        560
## 846          1772       11           30  112.86682    200000    8750        606
## 847          1660        7           35  117.46988    195000    8935          0
## 848          1573        7           35  144.31024    227000    9808        788
## 849          1840        8           35  125.00000    230000   12420        666
## 850          1430        8           35  130.83916    187100   16285          0
## 851          1444        7           35  140.58172    203000   10739       1259
## 852          1492        8           35  134.71850    201000   11166         24
## 853          1040       31           25  119.23077    124000    8430        616
## 854           907       31           25  154.35502    140000   16269        625
## 855           914       30           35  147.59300    134900    6950        710
## 856          1040       32           35  144.71154    150500    8800        532
## 857           864       31           40  157.98611    136500    7000        646
## 858          1268       32           35  113.17035    143500    9286        196
## 859           864       37           30  154.51389    133500   15523        460
## 860           894       37           25  137.58389    123000    7200        777
## 861           768       37           40  174.34896    133900    7200        660
## 862           768       37           35  173.17708    133000    8445        656
## 863          1611        7           35  155.18312    250000   11664       1234
## 864          2184        6           40  116.64377    254750   12334          0
## 865          1788        8           40  132.27069    236500   11838          0
## 866          1872        8           40  139.69017    261500   11885        990
## 867          2153        9           45  145.37854    313000   11050        904
## 868          1725        7           35  115.07246    198500    8749          0
## 869          1870        8           35  112.83422    211000   11250          0
## 870          1513       10           40  145.40648    220000   15750       1246
## 871          1504       13           35  134.97340    203000   11883        690
## 872          1828        7           40  152.89934    279500   12782       1360
## 873          1417       12           35  148.20042    210000    8750       1111
## 874          2034       12           35  107.91544    219500    9375        739
## 875          1716       13           35  111.30536    191000    8750          0
## 876          1212        8           35  146.86469    178000    9100          0
## 877          1630        9           35  130.67485    213000    9750          0
## 878           848        6           30  169.81132    144000    4435        685
## 879           848        6           30  165.09434    140000    4435        685
## 880          1602        2           40  183.02122    293200   10200       1478
## 881          1728        5           35  109.95370    190000    9313          0
## 882          1500        5           35  126.66667    190000    8487         20
## 883          1476        4           30  117.54743    173500    8633        193
## 884          1396        2           30  121.77650    170000   11069          0
## 885          1126       60           20   95.91474    108000    8777          0
## 886          1486       45           35  112.38223    167000    9937        637
## 887           816       71           24  122.54902    100000    8877        690
## 888          1922        6           35  103.27784    198500    7301          0
## 889          1426       32           36  111.85133    159500    7950        535
## 892          1698        2           45  188.45701    320000   13286       1234
## 893          1072        4           30  135.72761    145500    3675        547
## 894           698       62           45  169.05444    118000    9405          0
## 895           876       50           20   97.03196     85000    6410        332
## 898           864       87           40  115.62500     99900    4060          0
## 900          1678       50           25   71.45411    119900   10926          0
## 903          1196       89           48   91.97324    110000   12354          0
## 904          1298       68           30   93.99076    122000    8212        626
## 909          1489       69           42   93.68704    139500    9900          0
## 911          1242       74           36   84.54106    105000    5707          0
## 913          1232       93           48  119.72403    147500    8574          0
## 914          1608       84           36   85.47886    137450    6171        264
## 915          1135       73           63  136.56388    155000    7200        350
## 916          1913       81           36   92.52483    177000    7558          0
## 917          1477       81           49   98.17197    145000    6292          0
## 918          1228       91           56  111.56352    137000    7155          0
## 919          2080       83           63  112.50000    234000   10918          0
## 921          1494       67           42  118.80857    177500    7500        547
## 923          1273       49           20  121.75962    155000   14680        793
## 925          1343       88           30  115.33879    154900    7681          0
## 927          1112       55           30  130.21583    144800    9100        154
## 928          1564       68           49  111.57289    174500   12000        275
## 929          1561       49           36  123.63869    193000   13339         65
## 931          1152       59           48  137.58681    158500   14000          0
## 932          1906       55           30  117.52361    224000   17500        784
## 933          1032       29           36  111.43411    115000    1733          0
## 934          1229       29           36  111.47274    137000    1488        471
## 935          1229       29           36   98.45403    121000    1612          0
## 936          1229       29           36  100.89504    124000    1300        285
## 937          1982       23           36  104.94450    208000   13607        454
## 939          1680       21           54  132.14286    222000   21695        808
## 940          1344       89           35  109.37500    147000   10690        456
## 941          1856      109           30   66.27155    123000    8660          0
## 942          1192       89           25   65.43624     78000    6402          0
## 947          2052        9           40  122.31969    251000   10125        445
## 949          1710        5           35  140.35088    240000   12118          0
## 950          1961        8           30  109.63794    215000   12209        690
## 951           926       32           36  168.95248    156450    9750        767
## 952          1287       32           42  134.42113    173000    9360        841
## 953          1734       32           25   72.66436    126000   10125          0
## 954          1217       19           35  142.15283    173000    9947        611
## 958          1620        2           45  194.75309    315500   12898       1022
## 961          1641        1           45  192.87020    316500   14463       1115
## 962          1466        2           40  137.10778    201000    8925         16
## 963          1412       21           30  123.93768    175000   11457       1005
## 964          2237       29           48   91.19356    204000    9839        462
## 966          1296        8           40  169.75309    220000    6853       1005
## 968          1838        3           45  171.38194    315000   14601       1260
## 970          1008       41           35  138.39286    139500   12518        532
## 972          1204       11           30  134.55150    162000    4500        866
## 973          1224       10           30  134.80392    165000    4500        883
## 974           988       36           20   92.10526     91000    1596        462
## 975           874       41           30  148.74142    130000    9858        510
## 976           630       39           32  136.50794     86000    1526        515
## 977          1404       40           25  113.96011    160000   13383        594
## 978           630       39           16  126.98413     80000    1477        509
## 979          1344       39           24   72.17262     97000    1533          0
## 980          1092       39           16   80.58608     88000    2217        273
## 981           796       37           40  165.70352    131900    7689        720
## 982          1091       16           30  120.30247    131250    7706        114
## 983          1110       31           30  149.09910    165500    9101       1097
## 984           833       24           25  134.45378    112000    8780        625
## 985           883       17           30  168.74292    149000    7669        718
## 986          1362       16           25  104.99266    143000   14115        732
## 987          1287       17           25  101.01010    130000   10429        330
## 988          1567       32           30  125.07977    196000    9819       1567
## 989          1632       40           35  106.00490    173000   10457        496
## 991          2117       38           42  112.18706    237500   12925        865
## 992          2112       39           30   97.96402    206900   11075        500
## 993          1604       11           30  116.89526    187500    8702        706
## 994          1470       13           30  112.24490    165000    8139        476
## 995          1604       10           30  121.88279    195500    9535        851
## 996          1638       10           30  117.21612    192000    9042        828
## 997          1636       12           30  105.74572    173000   15038        138
## 998          1384       12           25  128.54046    177900   14137        450
## 999          1446       12           35  121.02351    175000   21872        604
## 1000         1593        7           40  179.53547    286000    4923       1153
## 1002         1337       15           40  134.62977    180000    5395        733
## 1003         1280       16           40  140.62500    180000    5070          0
## 1004         1604       11           30  112.84289    181000   10839          0
## 1005         1633       10           30  112.06369    183000   11184          0
## 1006         1658       13           30  113.38963    188000    8000        219
## 1007         1895       14           35  102.63852    194500   10832          0
## 1008         1709       17           30  108.25044    185000   14067        504
## 1009         1228       20           40  153.90879    189000    4671        767
## 1010         1337       19           40  140.98728    188500    5950        319
## 1011         2500        3           40  142.00000    355000   13543         16
## 1012         2504        3           45  129.79233    325000   11198          0
## 1016         1488       58           30   89.38172    133000   47280          0
## 1017         2093       22           42  102.72336    215000   20544          0
## 1018         1688       20           42  134.18246    226500   12680        983
## 1019         1422       27           36  123.41772    175500   12090        588
## 1020         1260       25           49  144.36508    181900   10825        747
## 1021         2064       30           35  113.85659    235000   18559       1206
## 1022         1782       29           35  123.45679    220000   14450        864
## 1023         2872       31           42   94.70752    272000   12227        896
## 1024         1211       32           30  132.94798    161000   13068        890
## 1027         1308       39           30  112.30887    146900    9743        280
## 1030         1444       32           30  110.73407    159900   10400          0
## 1031         1964       32           42  104.37882    205000   10480        403
## 1032         1178       35           30  133.27674    157000   10000       1084
## 1033         2340       12           40  130.76923    306000   14311       1023
## 1034         1792       34           25   74.21875    133000    9000          0
## 1035         1054       39           48  143.26376    151000    9750        602
## 1036          936       39           24  119.55128    111900   10295        252
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## 1038          864       36           20  128.76157    111250   12735        600
## 1040          987       35           30  104.76190    103400    1680        458
## 1041          987       35           30  101.31712    100000    1680        330
## 1042          987       36           36  101.82371    100500    1890        483
## 1043          987       38           36  107.39615    106000    1869        321
## 1045          987       37           18   90.67882     89500    1680        358
## 1046         1302       36           25   85.82949    111750    1680        350
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## 1049         1055       31           42  140.75829    148500    2529        378
## 1050          892       42           25  123.31839    110000    9477        340
## 1062         2088        1           40  119.73180    250000    8899         40
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## 1066         2046        5           35  138.80743    284000   10625        866
## 1067         1575        5           40  180.31746    284000   10845       1149
## 1072         1367        3           35  140.45355    192000   12304         20
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## 1082         1576        4           35  139.58756    219990    3940       1087
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## 1159         2786       15           45  133.70424    372500   11025        520
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## 1167         1549        9           30  111.62040    172900    2280        550
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## 1169         1310        7           45  217.55725    285000    4538       1004
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## 1173         1252        9           35  127.79553    160000    2160        510
## 1174         1404        9           35  121.08262    170000    2160        600
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## 1180         1239       13           40  175.54479    217500   11064        560
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## 1188         1740       40           30   86.20690    150000   11050        301
## 1190         1620       41           49  132.71605    215000   15387        603
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## 1228         1036       55           25  108.97683    112900    7584        531
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## 1295         1740       88           25   70.25862    122250    7308        360
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## 1340         1013       82           42  111.54985    113000    5000          0
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## 1399         1291       12           30  134.00465    173000    2887       1003
## 1400         2022       31           35   94.95549    192000   10005        392
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## 1421         1626       14           35  139.29889    226500    9938       1271
## 1422         2200       15           35  102.27273    225000   14171        355
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## 1447         1174       30           30  134.58262    158000   12250        781
## 1448         1026       30           36  143.27485    147000   10970        505
## 1451          924       33           30  119.04762    110000    7990          0
## 1452          864       36           35  146.99074    127000    7180        390
## 1453          780       36           35  160.12821    124900    7200        632
## 1454         1795        6           40  128.13370    230000    9742          0
## 1455         2031        6           40  116.69129    237000    9473        804
## 1456         1865        8           35  126.00536    235000   10316        735
## 1457         2161        7           35  106.66358    230500   10400          0
## 1458         1852        9           40  124.19006    230000    9066        668
## 1459         2031       10           35  109.55194    222500   11404        252
## 1460         2263        7           40  126.82280    287000    9240          0
## 1461         1947        7           45  140.72933    274000    9720       1194
## 1462         1786        6           40  167.97312    300000   14860       1538
## 1463         2290        6           40  111.74672    255900   11250          0
## 1464         1768        5           35  127.20588    224900    8158        550
## 1465         2327        5           35  103.13709    240000   10905          0
## 1466         1640        5           35  111.58537    183000    7226          0
## 1467         1764        9           40  117.34694    207000   11690          0
## 1468         1908       14           35  110.06289    210000    8750        642
## 1469          848        5           30  160.96698    136500    4435        686
## 1470          848        4           30  170.99057    145000    4426        662
## 1471         1493       11           30  139.91962    208900   13125        994
## 1473         1536        6           35  139.32292    214000    9135        810
## 1474         1710        5           35  121.92982    208500    8450        706
## 1475         1445        4           35  129.06574    186500    9750         24
## 1476         1436        4           35  146.23955    210000    8450        946
## 1477         1582        4           35  117.50948    185900    8320        490
## 1478         1234        1           40  145.78606    179900   11049          0
## 1479         1564        1           42  139.92072    218836   11058         56
## 1480         1361        1           35  141.80749    193000    9627         24
## 1481         1456        3           35  129.80769    189000    8199        648
## 1482          848        4           30  176.06132    149300    4426        697
## 1483          848        4           30  166.27358    141000    4426        697
## 1484          848        4           30  175.70755    149000    4438        662
## 1485          848        4           30  170.40094    144500    4438        662
## 1486          796       98           35  106.78392     85000    8777          0
## 1487         2200      108           35   66.31818    145900    8777       1084
## 1489         1256       43           30  117.43631    147500    9937        830
## 1490         1033       32           25  159.72894    165000   12102        456
## 1491         1127       32           36  119.78705    135000    6500       1033
## 1492          996       68           30  108.43373    108000   13907        290
## 1493         1181       36           20  116.42676    137500   10012        920
## 1494         1656        5           35   99.87923    165400    6931          0
## 1495         1117       31           36  131.60251    147000    9638        368
## 1496         1398       32           42  114.80687    160500    7200        288
## 1500         1072        3           30  138.05970    148000    3675        459
## 1501         1152       53           20   71.18056     82000    6040          0
## 1502         1152       53           20   71.18056     82000    6012          0
## 1503         1440       53           16   81.94444    118000   12108        133
## 1504         1152       53           20   71.61458     82500    6845          0
## 1505          784       53           20  117.21939     91900    6931        784
## 1506         1053       70           35  113.96011    120000   12180          0
## 1508          930       55           20  106.45161     99000    9520        767
## 1509         1200       62           30  108.75000    130500   11767        352
## 1510         1470       54           24   91.83673    135000    8172          0
## 1511         1393       53           35   97.27207    135500   16466          0
## 1513         1292       85           28   83.59133    108000    5142        224
## 1514          864       83           30  113.42593     98000    5604        468
## 1515          864       94            9   77.54630     67000    8248         41
## 1516         1716       96           30   79.19580    135900    5687        210
## 1517         1482       83           48   94.46694    140000   12155        156
## 1518         1772       69           40  101.29797    179500    8400        378
## 1519         1694       83           30   80.57851    136500    8400        423
## 1520         1424       87           56  117.97753    168000    7290          0
## 1522         2601       87           30   72.66436    189000    9842          0
## 1524         1316       82           36  110.18237    145000    8969        379
## 1526         1680       93           42  105.35714    177000   15576          0
## 1527         1264       94           36  116.69304    147500   15564          0
## 1528          790       78           30  115.18987     91000    6292        384
## 1529         1512       83           72  152.77778    231000    7609        406
## 1531         1603       85           18   86.08858    138000    9650          0
## 1532         1502       77           42   99.20107    149000    7200          0
## 1533         1660       74           42  113.67470    188700   11988        326
## 1535         1374       70           20   80.05822    110000    9260          0
## 1536         1091       57           30   95.32539    104000    7801        500
## 1540         2161       58           63  121.88801    263400   12392        435
## 1542         1640       54           42  136.58537    224000   14778        728
## 1543         1032       28           36  112.88760    116500    1879        366
## 1544         1556       28           36   97.04370    151000    1950         81
## 1545          919       82           48  137.10555    126000    7000        299
## 1546         1090       68           48  110.09174    120000    6000          0
## 1547          796       86           16   69.09548     55000    3636          0
## 1548          816       78           48  147.67157    120500    5890        538
## 1549          778       68           30  154.88432    120500    6900        403
## 1550         1200       78           35   99.16667    119000    8155          0
## 1552          912       78           35  109.10088     99500    7392          0
## 1553         1955       50           25   84.65473    165500    9000        330
## 1562         1646        4           35  151.88335    250000    3811       1474
## 1563         1646        4           40  167.07169    275000    3842       1373
## 1564         2032       12           35  147.63780    300000   23730        700
## 1565         1689        6           40  160.44997    271000   13265       1218
## 1566         1820       12           35  117.03297    213000   11050          0
## 1567         1118       31           36  152.95170    171000    9880        522
## 1568         1279       31           36  134.08913    171500   10125        641
## 1572         1501       22           42  160.89274    241500    4084        893
## 1574         1537        2           40  191.28172    294000   11563       1036
## 1577         1442        2           25  119.62552    172500    9802          0
## 1578         1394        2           25  120.15782    167500    9735          0
## 1580         1495       19           30  100.33445    150000   12890          0
## 1582         1256       22           30  143.31210    180000   18265        920
## 1584         1440        5           40  161.45833    232500   11202       1029
## 1585         1675        9           30  116.41791    195000    7915       1223
## 1586         2262        5           40  134.83643    305000   12244        871
## 1587         1728        1           40  172.88831    298751   11449       1011
## 1592         1189       11           30  134.98738    160500    4500        864
## 1594         1040       33           30  119.23077    124000    4224        769
## 1595         1304       32           30   88.19018    115000    2665          0
## 1596         1475       32           35   87.79661    129500    2665        318
## 1597          988       35           28  106.27530    105000    1974        501
## 1598          988       35           24   96.05263     94900    1596        437
## 1599         1160       40           30  131.46552    152500   17979        785
## 1600         1092       38           54   89.74359     98000    1477        358
## 1601          630       36           28  128.57143     81000    1890        495
## 1602          988       54           25  114.37247    113000   21750          0
## 1603          816       25           35  157.47549    128500    6490        534
## 1604          923       24           25  129.46912    119500    6951        658
## 1605          816       26           45  159.92647    130500    6600        641
## 1606          816       26           40  169.11765    138000    6600        816
## 1607          845       26           30  159.17160    134500    6600        638
## 1609          889       24           30  154.66817    137500   12395        647
## 1612         1587       36           36  105.41903    167300   10667        838
## 1613         1277       37           35  130.77525    167000   10628        778
## 1614         2223       34           42  109.76158    244000   13651       1880
## 1615         2217       37           48  120.88408    268000   15865        351
## 1616         1733        4           35  129.83266    225000   12394          0
## 1617         1572       12           30  106.87023    168000   10364          0
## 1618         1470       10           36  120.40816    177000   13869        182
## 1619         1600       10           30  105.62500    169000    8773          0
## 1620         1384       10           30  116.69075    161500    8872          0
## 1621         1652        7           40  151.93705    251000    5330       1196
## 1622         1694       13           30   94.45100    160000   10147        186
## 1624         1553       11           35  115.09981    178750    7875        414
## 1625         1253       12           35  140.46289    176000    7875          0
## 1626         2299        8           30   88.73423    204000    7500          0
## 1627         1187       15           35  134.79360    160000    9556          0
## 1628         1472       16           35  108.69565    160000   10784          0
## 1629         1482       15           35  110.59379    163900    9125          0
## 1630         1642       14           30  102.31425    168000    7655          0
## 1632         1088       21           40  156.25000    170000    3696          0
## 1634         1179       19           40  154.36811    182000    4740        248
## 1635         1321       17           40  160.48448    212000    5118        926
## 1637         2541        2           40  137.45179    349265   12328        986
## 1644         1440       26           42  127.01389    182900   12546        678
## 1647         1479       26           49  118.99932    176000   12090        321
## 1648         1664       29           42  128.00481    213000   12299       1328
## 1649         1930       28           35   99.48187    192000   11339        758
## 1650         1969       30           42   96.49568    190000   11952          0
## 1651         2030       31           36   96.05911    195000   12046        156
## 1652         1032       29           36  143.41085    148000   10395        605
## 1653         1177       23           36  128.71708    151500   11850        781
## 1654         1725       28           42  114.20290    197000   11584        315
## 1655         1353       28           30  142.16556    192350   10400        903
## 1657         1220       36           30  139.34426    170000   13001        492
## 1658         1484       36           30  117.92453    175000   12243        998
## 1659         1743       39           36  100.40161    175000   11700        384
## 1660         1935       31           49  102.27390    197900   12384          0
## 1661         1324       31           42  131.41994    174000    8991        624
## 1662         1877       33           36   95.31167    178900    8000        931
## 1663         1109       36           35  125.33814    139000   10500        349
## 1664          981       36           30  146.02446    143250   10530        282
## 1665         1479       35           63  124.40838    184000    7472        626
## 1667          914       37           25  145.51422    133000    7920         81
## 1668          950       36           25  125.78947    119500    9758        412
## 1669          872       36           20  141.05505    123000    8294          0
## 1670          858       36           24  128.20513    110000    7340        322
## 1671          914       46           28  140.04376    128000   17199        314
## 1672          864       36           24  139.46759    120500    9000        616
## 1673          767        9           35  173.40287    133000    4058        584
## 1674         1337        6           30  115.93119    155000    4113          0
## 1675         1337       10           30  132.38594    177000   10943        930
## 1676         1092       34           36  103.93773    113500    2205        312
## 1677         1218       34           30   92.77504    113000    1890        356
## 1678         1218       34           30   93.34975    113700    2058          0
## 1679         1302       37           25   81.41321    106000    2016          0
## 1681          958       31           30  133.61169    128000    4928        120
## 1682         1548       31           36  100.12920    155000    2308        556
## 1683         1055       29           49  135.07109    142500    2304        632
## 1684          988       41           30  130.81984    129250    7150        725
## 1698         2643        1           45  143.77601    380000   13693          0
## 1699         1634        1           40  152.99878    250000   11428          0
## 1704         2473        3           40  128.18439    317000    9591          0
## 1708         2956        3           40  115.69689    342000   13069          0
## 1709         2468        3           40  143.43598    354000   12099        970
## 1710         2385        4           40  146.75052    350000   14277        938
## 1711         2374        4           40  120.05055    285000   11999          0
## 1713         1614        2           35  152.23048    245700    9926       1178
## 1714         1721        2           40  135.21092    232698    9254        119
## 1716         1362        2           30  142.95154    194700    7577         20
## 1718         1302        2           30  153.60983    200000    3903       1030
## 1719         1362        2           30  151.98238    207000    6289        762
## 1720         1554        1           40  134.81338    209500    4590         24
## 1721         1554        1           40  134.81338    209500    4590         24
## 1722         1370        1           40  147.81022    202500    6442         24
## 1723         1577        2           45  177.55231    280000    7841        848
## 1724         1561        2           45  177.77066    277500    7313       1153
## 1727         1405        4           35  142.34875    200000    3242       1000
## 1729         1536        2           30  114.58333    176000   10237          0
## 1734         1326        2           30  153.09201    203000   12216        918
## 1744         1589        4           40  142.54248    226500    3621       1084
## 1746         1530        3           35  169.28105    259000   14572       1300
## 1747         1119        3           35  168.45398    188500   16219        779
## 1748         1374        3           35  127.36536    175000   11084        192
## 1749         1959        3           35  109.74987    215000   11796          0
## 1751         1720        3           35  106.68605    183500    8244          0
## 1752         1394        4           35  118.72310    165500   11950          0
## 1753         1948        4           35  108.31622    211000    7875          0
## 1755         1995        5           35  110.02506    219500    8740        574
## 1756         1647        8           30  106.25379    175000    7917          0
## 1757         1430        7           35  118.88112    170000    9967          0
## 1758         1320        4           35  122.72727    162000    7750          0
## 1759         1690        7           30  110.65089    187000    9487        520
## 1760         1644        8           30  112.53041    185000    9649          0
## 1763         2285        7           40  108.53392    248000   11000          0
## 1766         2582        9           40  124.90318    322500   11002       1048
## 1767         2385        9           35  105.66038    252000   10790          0
## 1769         2013       11           35  134.02385    269790    9920        862
## 1770         2398       11           35  131.67223    315750   11787        719
## 1772         2531       12           40  114.57922    290000   12257         56
## 1774         2202       15           40  119.43688    263000   11762        335
## 1775         2538       11           40  130.02364    330000    9044       1225
## 1778         1905        1           45  167.97900    320000   11670          0
## 1779         1464        0           40  193.25273    282922   15256        929
## 1780         1534        1           40  140.15645    215000   10612         28
## 1782         1636        1           40  155.86797    255000   13501         63
## 1787         1588        1           40  142.94710    227000   10000          0
## 1788         1538        2           40  169.05072    260000    8847        769
## 1790         1506        2           35  165.33865    249000    8251        778
## 1791         1694        3           40  181.22786    307000   10084       1369
## 1792         1977        1           35  126.45422    250000    9605          0
## 1793         1830        1           40  120.92896    221300    8778          0
## 1798         1959        1           40  137.82542    270000    9000          0
## 1801         1656        1           40  150.78502    249700   11096         24
## 1804         1685        1           40  150.14837    253000   11824          0
## 1806         2466        3           40  137.87510    340000   11143          0
## 1808         1143        1           35  128.60892    147000    7500          0
## 1809         1094        4           25  136.19744    149000   12450        729
## 1810         1486        1           35  121.80350    181000    7441          0
## 1811         1721       13           30  116.79256    201000    8462        814
## 1812         1820       14           30  105.35714    191750   11613        480
## 1813         1349        7           35  132.69088    179000    8450          0
## 1814         1494        9           35  143.90897    215000   16196       1443
## 1815         1575       15           30  113.77778    179200    8012        430
## 1816         1266       27           30  101.10585    128000    8012          0
## 1817          884       24           35  162.89593    144000    9180        747
## 1819          894       30           25  135.06711    120750    6285        138
## 1820          970       44           30  136.59794    132500    8480        630
## 1821         1057       45           25  124.88174    132000    7420        417
## 1822          999       45           35  132.63263    132500    7758        588
## 1823         1120       46           20  115.17857    129000    6970        932
## 1825         1040       39           35  139.42308    145000    7476        812
## 1826          988       46           25  130.06073    128500    9945        827
## 1827          902       40           30  139.13525    125500    6173        599
## 1828         2503       17           35  119.85617    300000   19522        727
## 1829         2167       33           49  135.67144    294000   17542        125
## 1830         1037       33           25  124.39730    129000   10751        787
## 1833         2810       17           40  107.47331    302000    9572        482
## 1835         1378        3           40  155.29753    214000    4379        851
## 1843         1501        8           30  117.58827    176500    2280        565
## 1844         1458        8           30  120.71331    176000    3230        419
## 1845         1512        7           30  111.44180    168500    2117        420
## 1846         1573        7           30  112.52384    177000    2117        417
## 1847         1525        7           30  116.06557    177000    2117        436
## 1848         1102        3           35  135.02722    148800    5105        239
## 1849         1441        8           40  120.74948    174000    2645          0
## 1850         1950       10           35  122.56410    239000    7399        649
## 1851         1358        8           35  150.22091    204000    7321          0
## 1852         2048        4           40  146.97266    301000    8010        964
## 1853         2362        9           40  132.30313    312500    8413        901
## 1854         1494       13           40  187.21553    279700    9466        457
## 1855         2362       27           42  107.95936    255000   12000       1732
## 1856         1432       29           35  135.47486    194000   16157        680
## 1857         1437       31           40  151.70494    218000   10768       1157
## 1858         1295       29           48  165.05792    213750    3840        881
## 1859         1855       31           42  100.80863    187000    9600          0
## 1860         1262       31           48  143.81933    181500    9600        978
## 1863         1929        6           35  117.15915    226000    7050        738
## 1864         1152       39           36  124.52257    143450   11700          0
## 1865         2411       37           36   99.56450    240050    8000        915
## 1866         1082       38           36  150.18484    162500    8723        973
## 1867         1295       39           30  126.64093    164000   11700        910
## 1868         1610       35           49  114.90683    185000   11358        346
## 1869         1594       14           42  118.25596    188500    9547          0
## 1870         2075       14           42  122.89157    255000   10530        819
## 1871         1680       31           30   81.49107    136905   11500          0
## 1872         1093       41           42  145.01372    158500   10738        792
## 1873         1242       34           42  141.30435    175500    9600        916
## 1874         1052       44           30  120.72243    127000   10800        617
## 1875         1107       40           30  114.72448    127000    8050        474
## 1876         1214       40           25  117.79242    143000   10355        695
## 1877         1073       42           35  145.38677    156000   10289        836
## 1879         1728       43           20   68.86574    119000   10624         40
## 1880         1224       43           20   84.15033    103000   10899          0
## 1882          958       47           48  158.14196    151500   12772        498
## 1883         1065       47           25  118.77934    126500    8892          0
## 1884         1138       49           48  127.41652    145000   10482        507
## 1885          912       49           35  131.57895    120000    7535        111
## 1887          882       48           35  120.74830    106500    8339          0
## 1888         1187       46           25  118.36563    140500   14357        311
## 1889          964       46           35  142.63485    137500    8243        700
## 1890          894       47           35  131.54362    117600    8680          0
## 1891         1200       41           42  136.25000    163500    8800        654
## 1892         1042       42           30  154.51056    161000    9200        494
## 1894         2154       43           42  104.22470    224500    8800        414
## 1895         1374       43           30  106.98690    147000   11382         54
## 1896         1652       48           42  121.06538    200000   22002       1386
## 1897         1429       47           36  127.29181    181900   14585        594
## 1898         1327       48           30  113.60211    150750    7388        405
## 1899         1224       45           20   83.16993    101800    9842          0
## 1900          932       57           30  133.04721    124000    8280          0
## 1901          908       67           35  152.53304    138500   12172        130
## 1903          666       61            9   96.84685     64500    5000        299
## 1904          670       62           15   95.52239     64000    3500        144
## 1905          808       49           40  138.61386    112000    5175        150
## 1906         1977       43           36   83.45979    165000    9500        442
## 1907         1150       52           30  125.21739    144000    9600        368
## 1908         1920       59           25   71.35417    137000   11345        220
## 1909         1376       66           25   76.30814    105000    9492        368
## 1910         1644       65           35   89.11192    146500    9480        386
## 1911         1560       39           25   80.76923    126000    8668          0
## 1912         1280       41           30  136.71875    175000   10050        602
## 1913         1254       46           30  126.39553    158500    9600        600
## 1914          912       49           25  125.54825    114500   10150        456
## 1915         1524       49           25   94.48819    144000   11344        460
## 1917          936       50           42  150.64103    141000    8760        873
## 1918         1008       51           30  129.96032    131000    6860        908
## 1919         1053       44           35  134.94777    142100    8250        288
## 1920         1056       49           30  131.62879    139000    8176        846
## 1921         1442       49           36  109.50069    157900    9750        608
## 1922         1056       53           35  132.00758    139400    9250        480
## 1923         1244       50           36  120.57878    150000   11988        777
## 1924         1144       47           25  104.89510    120000    9100          0
## 1925         1721       50           36  101.59791    174850    9736        668
## 1926          922       50           25  125.81345    116000    9770        512
## 1927         1048       51           25  128.81679    135000   10152        586
## 1928         1657       37           18   98.67230    163500   12155       1237
## 1929         1411       52           30   92.13324    130000   12198        780
## 1930         1216       52           25  106.49671    129500   10050        288
## 1931         1154       54           45  123.05026    142000   11556        408
## 1932         1560       49           25   82.43590    128600    8078          0
## 1933          948       55           36  131.85654    125000   10950        441
## 1934         1040       54           42  130.76923    136000    7942         85
## 1935         1008       54           35  133.43254    134500    8923        643
## 1936          925       51           40  137.29730    127000    8540        114
## 1938         1540       52           16   74.67532    115000    7150        150
## 1939          925       52           25  126.37838    116900    8400        793
## 1940          928       51           35  142.24138    132000   13300        377
## 1942          924       55           25  121.75325    112500   15783        292
## 1943         1544      117           28   89.37824    138000   14190          0
## 1944          893       58           35  151.17581    135000    9600        220
## 1945         1216       54           30  128.28947    156000   12099        198
## 1947         1034       67           30  105.41586    109000   10134          0
## 1948          882       51           24  117.00680    103200    5500          0
## 1950          968       80           24   66.63223     64500   10800          0
## 1951         1534      112           45   96.47979    148000   10800          0
## 1953         1651       44           35  104.17929    172000   10090        242
## 1955          952       39           36  134.97899    128500    8300        952
## 1957          924       58           35  133.00866    122900    8064          0
## 1958         1082       59           30  110.16636    119200   11664        336
## 1959         1846       58           36   77.46479    143000   10496        196
## 1960          988       57           35  120.44534    119000    7200        534
## 1962          864       57           40  149.30556    129000    7200        398
## 1963         1134       47           35  119.04762    135000    7000        588
## 1964         1040       48           35  146.15385    152000    7500        574
## 1965         1170       49           30  119.65812    140000    7315        625
## 1966         1242       47           25  122.38325    152000    7903        739
## 1967         1377       47           25  113.65287    156500    8000       1098
## 1968         1800       46           20   78.33333    141000    8000          0
## 1969          925       46           30  107.02703     99000    7000          0
## 1970         1851       43           48  101.02647    187000    9760        536
## 1971         1812       45           25   93.54305    169500    7590        540
## 1972          864       45           25  145.25463    125500    6600        110
## 1973          936       45           25  138.88889    130000    6760        734
## 1974          960       81           35  107.29167    103000    6978          0
## 1976         1296       80           36   98.37963    127500    6000        276
## 1977         1022       85           25   87.57339     89500    4480        782
## 1978          936       27           25  149.57265    140000    7200        936
## 1979          967       87           30  103.30920     99900    3153          0
## 1980         1047      122           28   95.51098    100000   10800          0
## 1981         1072       67           40  121.26866    130000    7200          0
## 1982         1174      107           40  114.99148    135000    9000        130
## 1983         1183       59           21  101.43702    120000    6000        331
## 1985         1141      107           24   74.49606     85000    5925        122
## 1986          960       87           16  113.02083    108500    6000        250
## 1987         1798      107           32   76.19577    137000    9639          0
## 1988          866       62           45  127.59815    110500    3880        329
## 1989          968       84           30  103.30579    100000    8520          0
## 1990         1772       97           72  104.34537    184900   10337          0
## 1992         1472       82           40   84.91848    125000    9600          0
## 1993         1232       97           35   92.53247    114000    4571        168
## 1995         1650       97           48   87.33333    144100    8398        259
## 2000         1616       81           42   94.05941    152000    5400        370
## 2003         1248       77           25   69.71154     87000    9439        324
## 2004          968       51           24  107.95455    104500    8626          0
## 2007         1435       57           30   89.37282    128250    8674        910
## 2009         1635       84           42  128.44037    210000    8737        300
## 2010         1274       68           35  105.96546    135000    6125        306
## 2011         1232       68           36  103.89610    128000    6000        276
## 2012         1218       66           36  107.55337    131000    6000        375
## 2013          884       68           35  127.82805    113000    6120          0
## 2014         1409       69           30   89.42512    126000    6240         52
## 2015         1322       68           40   99.84871    132000    6240         48
## 2016         1426       77           35   92.39130    131750    6240          0
## 2017         1281       81           30  103.43482    132500    6120        351
## 2018         1513       87           40   90.87905    137500    6120          0
## 2019          854       78           56  154.56674    132000    6120          0
## 2020         1367       76           36   93.26993    127500    6240        425
## 2021          986       81           30  103.44828    102000    6180          0
## 2022         2264       89           48   88.33922    200000    7755          0
## 2023         1824       88           36   98.95833    180500   13515          0
## 2024         1376       87           42  119.91279    165000    8850          0
## 2025         1316       81           25   68.38906     90000    8550          0
## 2026         1396       92           42  110.01074    153575    8730          0
## 2027         1344       78           42  104.16667    140000    5700        336
## 2029         1173      106           20   96.33419    113000    5680          0
## 2030         1214      106           15   96.37562    117000    5680          0
## 2031         1818       76           28   93.23432    169500    7758        224
## 2032         1108       77           49  125.81227    139400    7449          0
## 2033         2294       44           36   88.27376    202500   13200        375
## 2034         1355       93           42   93.72694    127000    6882          0
## 2035         1375       70           36  102.54545    141000    9000          0
## 2036         1952       57           63  108.76025    212300    9780        354
## 2037         2180       92           30   73.85321    161000   10320        375
## 2039         1111       87           35   90.90909    101000    7200          0
## 2040         1196       91           28   91.88963    109900    4800        197
## 2041          854       66           30  150.46838    128500   12358        360
## 2043          840       77           35  103.57143     87000    4388        116
## 2045         2267       70           56   96.60344    219000   12888        288
## 2047         1134       67           30  111.11111    126000    8160        312
## 2048         1282       65           30   84.63339    108500    4484        485
## 2049          999       44           25  130.13013    130000   11235        925
## 2051         1005       43           12  114.82587    115400   14299        513
## 2052         1029       46           20  115.16035    118500    7943        903
## 2053         1020       43           40  161.76471    165000   14149         68
## 2054         1040       41           20  118.26923    123000   11677        249
## 2055          913       41           30  141.29244    129000    8400        187
## 2056          894       41           25  139.82103    125000    7094        180
## 2057          948       39           25  113.92405    108000    8978          0
## 2058          868       36           30  138.13364    119900    8425        748
## 2059          897       39           25  128.20513    115000    8665        168
## 2060          943       40           25  142.62990    134500    8398        114
## 2061          955       41           35  132.98429    127000    7742        763
## 2062          894       39           25  144.29530    129000    8724        492
## 2063         1285       30           30  111.67315    143500    8197          0
## 2064          912       41           35  141.44737    129000    8169        216
## 2065         1375       51           25  136.00000    187000   14175        386
## 2067         1416       89           35   79.09605    112000   25339          0
## 2068         1302       67           56  126.92012    165250    6960        258
## 2069         1299       53           30  115.47344    150000   11375        736
## 2070         1176       49           30  116.49660    137000   13770        190
## 2073         1522       23           30  119.57950    182000   11075        299
## 2074         2060       19           30  102.42718    211000   10029        831
## 2075         1325       59           35  163.01887    216000   17541        300
## 2079         2158       57           42  112.60426    243000   12615        477
## 2080         1626       53           36   94.71095    154000   10512        491
## 2081          864       49           25  136.57407    118000    5400        453
## 2084          605       87           28  142.14876     86000    9098        348
## 2085         1038       23           30  125.24085    130000    3869        283
## 2086         1342       56           30   93.14456    125000    9280        557
## 2087         1480       56           30   92.22973    136500   11100       1080
## 2088         1362       87           20   70.48458     96000    7550          0
## 2089         1340       50           30   89.55224    120000    9060          0
## 2091         1442       17           35  124.75728    179900   10357        738
## 2092         2243       17           35  100.31208    225000   13474        700
## 2093         2730       21           35  110.25641    301000   10380         28
## 2094         2127       16           35  111.89469    238000   13125         48
## 2095         1982       18           42  115.28759    228500   11287        421
## 2096         1958       13           35  112.35955    220000    9317        497
## 2107         1240        1           35  156.45161    194000    8556          0
## 2109         1546        2           35  140.36223    217000   11750         20
## 2110         1500        1           40  141.99933    212999    8760         36
## 2111         1270        2           35  138.50394    175900    7242          0
## 2112         1795        2           35  106.40669    191000    9316          0
## 2113         1314        1           30  134.27093    176432    9317         24
## 2114         2062       19           35  134.33560    277000   14364       1065
## 2115         1873       19           35  110.51789    207000    8883        608
## 2117         1953       15           30  122.88786    240000   53107        985
## 2118         2087       41           48   89.84188    187500   12205        568
## 2119         1743       31           48  160.06885    279000   20064         51
## 2120         1022       13           25  136.49706    139500   14217        550
## 2121          990       13           25  127.27273    126000    8775        495
## 2122         1200       12           30  147.91667    177500   11249        334
## 2123         1308       10           36  133.79205    175000   10021        539
## 2124         1796        9           30  117.48330    211000    9531        706
## 2125          990       13           35  147.47475    146000    8428        420
## 2126         1097       11           25  134.82224    147900   16561        549
## 2127          990       13           20  124.84848    123600    8070        588
## 2128         1786       10           30  114.64166    204750    9337        648
## 2129         1873        8           35  125.73412    235500   10820        342
## 2130         1753        9           35  123.78779    217000   12352        638
## 2131         1690        6           35  112.75148    190550    9543          0
## 2132         1842        7           35  118.07818    217500    8826        841
## 2133         1479        4           35  152.80595    226000   10665       1013
## 2134         1668        4           35  107.91367    180000   11317          0
## 2135          894       33           25  146.53244    131000   11800        663
## 2136         1025       31           25  149.75610    153500    8660        502
## 2137         1009       30           35  158.57284    160000    9720        755
## 2138         1040       30           25  129.71154    134900    8982        539
## 2139          907       30           20  143.32966    130000   16300         60
## 2140          879       32           30  136.51877    120000    9675        330
## 2141          882       35           25  127.55102    112500    7700        138
## 2142          969       32           30  125.90299    122000   10356        716
## 2143          864       35           25  146.99074    127000    7200        671
## 2144          875       35           32  133.71429    117000    7200        385
## 2145         2000        3           40  152.95000    305900   10386       1464
## 2146         2169        5           40  105.34809    228500    9375          0
## 2147         1673        7           35  161.38673    270000   11354       1412
## 2148         1459        5           35  131.59698    192000    8749          0
## 2149         1932        4           35  110.24845    213000    8749        654
## 2150         1729        5           35  115.67380    200000    8158          0
## 2151         2452        9           40  108.89070    267000   16226        281
## 2152         1592       13           40  143.21608    228000   11927        408
## 2153         2439        6           40  112.75113    275000   12728       1198
## 2155         1668        5           45  170.86331    285000   11248       1059
## 2156         2090       12           40  114.83254    240000   10000       1079
## 2157          848        4           30  155.07075    131500    4435        659
## 2158         1341        8           40  184.11633    246900   17227        915
## 2159         1928        4           35  113.84855    219500    8200          0
## 2160         1337        4           35  138.36948    185000    8450        699
## 2162         1797        1           35  118.80913    213500    9245          0
## 2163         1422        3           35  126.30098    179600    8500          0
## 2164         1190        2           35  145.79832    173500    8769        709
## 2166         1491        1           35  113.12877    168675    8333          0
## 2167         1536        2           25  108.72396    167000    9045          0
## 2168         1214       42           35  115.32125    140000    9170        698
## 2170         1088       44           24  101.10294    110000    8308        132
## 2171          960       42           20   98.69792     94750   10921        520
## 2172         1351       82           30   90.30348    122000   16287        130
## 2174          816       17           30  145.22059    118500   11841        816
## 2175         1044       31           36  127.87356    133500    6285        504
## 2176         1113       31           42  132.97394    148000    7917        751
## 2179         1090        2           25  144.03670    157000    7024        980
## 2180         1408        2           25  121.80398    171500    7023        611
## 2183         1072        2           30  130.59701    140000    3675        467
## 2184          960       48           35  137.23958    131750    6400         77
## 2185         1152       52           12   53.38542     61500    6882          0
## 2186          948       53           20  117.08861    111000   10215        492
## 2188          774       76           18  102.06718     79000    4270        544
## 2189          865       87           48  125.43353    108500   10042        144
## 2192          768       52           20  162.76042    125000    8172        544
## 2193          864       52           20   91.75347     79275    8172        682
## 2194          948       53           24  125.52743    119000    8190        732
## 2197         1502       84           42  109.85353    165000   10592          0
## 2198          789       81           25  122.30672     96500   10594          0
## 2199         1422       81           25   95.99156    136500    7223        319
## 2200         1298       86           42  112.86595    146500    6821        113
## 2201         1768       70           35   98.98190    175000    7200        569
## 2202         1098       77           56  135.24590    148500    4000        246
## 2203         1436       86           42   98.53760    141500    6720          0
## 2204         1426       89           56  133.20477    189950    7642          0
## 2205         1461       81           48   92.40246    135000    7155          0
## 2206         1646       66           35   99.63548    164000    7128        364
## 2207          694       94           30  130.18732     90350    4280        365
## 2208         1250       97           30  111.20000    139000    5362          0
## 2209          954       69           35  125.52411    119750    6305          0
## 2210         1958       61           36   74.05516    145000    7136        484
## 2211         2002       58           30   72.42757    145000    6270        284
## 2212         1718       80           49  138.53318    238000    7230          0
## 2214         2624       89           36   91.08232    239000   22420       1128
## 2217         1991       75           42  110.49724    220000   11275        297
## 2218         1355       66           25  103.32103    140000    6221        533
## 2220         2320       62           48  111.85345    259500    7259        774
## 2221         1839       50           42  140.02175    257500   14442       1186
## 2222         1740       67           42  126.14943    219500   13125        410
## 2224         1560       47           24  128.84615    201000   25485        540
## 2225         1488       39           36  144.48925    215000   21579        813
## 2226         1045       27           36  118.56459    123900    1782        330
## 2227         1680       12           20  101.19048    170000   17871          0
## 2228         1020       19           40  196.07843    200000    3907        577
## 2229         1696       36           35  116.74528    198000   20693        434
## 2231         2726       21           40  115.55393    315000   18044          0
## 2232         1517       88           35   75.80751    115000    8500          0
## 2233         1215       67           42  116.04938    141000    7000        375
## 2234          803       66           30  108.34371     87000    5000        116
## 2235         1601       82           35   81.10556    129850    7288          0
## 2236         1123       68           20   89.04720    100000    6060          0
## 2238          816       85           35   92.15686     75200    3672          0
## 2239         1012       87           30  116.99605    118400    8263          0
## 2241         1558       57           25   97.56098    152000   13710        420
## 2247         1625        1           40  144.61538    235000    4750       1573
## 2248         1299       28           36  141.26251    183500   12150       1001
## 2249          912       29           36  171.05263    156000    7540        773
## 2250         1080       24           30  124.07407    134000    9187        336
## 2251         1392        5           25  154.45402    215000   10000        585
## 2252         1409        5           35  173.88219    245000   12864       1392
## 2253         1478       16           35  142.08390    210000    9928       1239
## 2254          918       32           42  161.22004    148000    8750        224
## 2255         1026       33           36  139.37622    143000    8410        924
## 2256         1501       20           42  162.55829    244000    4054        949
## 2258         1328       48           30  128.01205    170000   16905        967
## 2259         2279       49           48  112.76876    257000   19958          0
## 2262         1484        1           40  179.17790    265900    9037        428
## 2265         1240       22           49  140.32258    174000   10331        215
## 2266         1717       17           35  109.20210    187500   13758        902
## 2267         1756       11           30  116.17312    204000    9303        742
## 2268         1312        6           40  137.57622    180500    6718        250
## 2269         1146        4           35  163.61257    187500    9590        786
## 2270         1922        5           40  146.72216    282000   11305       1329
## 2271         1491       11           30  119.38296    178000    7777          0
## 2272         1629        5           40  165.74586    270000   14536       1300
## 2273         2486        4           35  112.59051    279900   11800        766
## 2274         1572       44           20  118.76590    186700   35133       1159
## 2277         2482        2           40  113.30097    281213   12665          0
## 2280          936       11           30  149.57265    140000    6710         16
## 2281         1040       44           20  127.16346    132250   25286        633
## 2282         1632       40           20   87.62255    143000   25000          0
## 2283         1622       46           16  103.57583    168000   32463       1159
## 2284         1060       31           35  122.54717    129900    4224        840
## 2285         1142       31           25  117.33800    134000    4224        874
## 2286         1092       35           16   78.29670     85500    1504        252
## 2287          992       37           20  107.35887    106500    1533        503
## 2288         1092       37           24   85.98901     93900    1495        384
## 2289         1092       37           20   68.68132     75000    2001          0
## 2290          630       37           24  134.12698     84500    1936        131
## 2291         1092       31           12   68.85531     75190    1890          0
## 2292         1062       31           30  138.22976    146800   11333        539
## 2293         1008       30           25  152.28175    153500    9129        923
## 2294         1356       30           36  138.64307    188000   15957       1148
## 2296         1432       30           35  109.63687    157000    8286        531
## 2297          796       36           35  173.36683    138000    6723        796
## 2298          768       37           35  168.61979    129500    7244        619
## 2300          845       25           24  153.25444    129500    7599        565
## 2301         1178       31           30  114.60102    135000   11000       1090
## 2302          816       25           35  152.57353    124500    8314        546
## 2303          816       24           35  170.34314    139000   11625        596
## 2305          887       23           30  140.36077    124500   10447        516
## 2306         1293       52           30  115.93194    149900   11027        468
## 2307         1024       50           36  153.80859    157500   10533        773
## 2308         1797       49           25   94.04563    169000   11765       1127
## 2310         1851       37           42  103.78174    192100   11727          0
## 2311         1525        9           30  120.32787    183500    8238        700
## 2312         2236        9           35   99.28444    222000   13006          0
## 2313         1671       11           30  101.73549    170000   13041          0
## 2314         1498       11           30  125.16689    187500   13031        592
## 2315         1776       10           30  113.73874    202000    9783          0
## 2316         1511        9           30  122.43547    185000   11207        714
## 2319         2064        1           40  121.12403    250000   13128          0
## 2320         1801        1           40  133.20378    239900   10463          0
## 2323         2687       12           40  100.48381    270000   13108          0
## 2324         1169       13           36  156.97177    183500    8076        705
## 2325         1501       13           30  110.32645    165600    7685        518
## 2326         1632        8           35  108.14951    176500    9084          0
## 2328         1767       19           49  135.25750    239000    5306        495
## 2329         1742       21           40  157.86452    275000    6563       1148
## 2338         2267       58           30   74.54786    169000   14762          0
## 2339         1056       51           25  137.31061    145000   34650       1056
## 2340         1714        1           45  185.53092    318000    8147       1191
## 2343         1621       22           49  124.92289    202500   14145        213
## 2344         2183       18           35  104.90151    229000   13837       1002
## 2345         2263       29           49  103.84445    235000   16659        795
## 2346         1574       30           30  120.71156    190000   18800        712
## 2347         1102       26           36  153.35753    169000   10464        850
## 2348         1872       18           35  129.00641    241500   10400        929
## 2349         1857       28           35  101.72321    188900   10530          0
## 2350         1686       26           36  123.07236    207500   10240        625
## 2352         1552       31           36  115.91495    179900   11475        550
## 2353         1083       30           35  158.81810    172000    9927       1005
## 2355         1875       31           36   98.40000    184500   10530        548
## 2356         1074       31           30  142.92365    153500   10140        788
## 2357         1664       30           35   97.89663    162900   10140        194
## 2358         1309       32           36  138.27349    181000   10140        663
## 2359         1103       32           36  140.52584    155000   10000        755
## 2362          858       35           16  102.56410     88000    8125        614
## 2363          874       35           16  111.55606     97500    7200         20
## 2364         1419        4           30  133.89711    190000    8773        951
## 2365         1092       33           30   96.61172    105500    2760          0
## 2367          987       33           30   84.09321     83000    1953        309
## 2368         1030       34           42  112.62136    116000    1890        282
## 2370         1218       34           42   96.88013    118000    1680        317
## 2371          948       34           30   93.88186     89000    1680        276
## 2372         1092       34           30   98.90110    108000    1680        382
## 2373          987       34           30   95.74468     94500    1680          0
## 2374         1069       31           30  136.85688    146300    4043        727
## 2375         1387       39           35  104.54218    145000    7514        373
## 2376          900       39           25  136.66667    123000    7838        769
## 2377         1055       30           49  130.33175    137500    2280        120
## 2378         1456       30           30   98.90110    144000    2179         70
## 2379         1980        2           45  159.09091    315000   16737       1447
## 2382         1618        2           40  155.74784    252000   16163          0
## 2386         1850        2           45  176.21622    326000   16033       1261
## 2388         2452        2           40  126.01958    309000   13418          0
## 2390         2098        1           40  131.31554    275500   10240          0
## 2402         1904        1           40  144.43277    275000   10927        546
## 2403         1914        2           40  145.76803    279000   13215        994
## 2404         1364        1           35  136.25367    185850    7052        659
## 2405         1565        1           45  180.51118    282500    5911        472
## 2410         1405        3           35  122.24199    171750    3136          0
## 2421         1557        3           35  150.28902    234000    3196          0
## 2422         1456        3           40  147.66484    215000    3196          0
## 2423         1511        4           35  163.46128    246990    2938       1038
## 2424         1414        2           35  126.40736    178740    3072          0
## 2425         1548        2           35  145.34884    225000    3072       1059
## 2428         1506        1           35  141.75963    213490    3013         16
## 2431         1838        1           25  104.53754    192140   21930          0
## 2432         1509        4           30  121.40490    183200    7861        457
## 2433         1414        2           40  125.88402    178000    9056          0
## 2434         1598        2           35  126.08886    201490    9171          0
## 2435         1936        6           40  119.05992    230500   11194          0
## 2436         1509        3           35  119.28429    180000    7875          0
## 2437         1664        6           30  103.60577    172400    8121          0
## 2438         1889        6           30  113.81683    215000    8658        732
## 2439         1886        8           35  105.99152    199900   11214          0
## 2440         1671        6           30  103.53082    173000   10852        786
## 2442         2291        7           35  100.39284    230000    8738          0
## 2443         2392        9           40  145.48495    348000    9452       1074
## 2444         1976        8           40  144.73684    286000    9660        791
## 2445         2234        6           40  134.28827    300000    9545        505
## 2448         1924        8           40  145.53015    280000   12011        956
## 2450         2726       11           40  128.39325    350000   10019        527
## 2452         2494       12           40  128.70890    321000   10236        380
## 2453         2526       12           40  114.80602    290000   10120        740
## 2454         2799       13           40  112.54019    315000   12585        247
## 2459         1616        1           35  143.56436    232000    8688          0
## 2466         1716        1           30  117.03089    200825    8125          0
## 2469         1266        1           35  139.02054    176000    7500          0
## 2471         1142        1           30  122.15412    139500    7733         24
## 2476         1686        1           35  109.13405    184000    7800          0
## 2477         1585        1           35  116.65615    184900    7632          0
## 2478         1837        9           30  101.79641    187000    8304          0
## 2479         1603       14           30  109.73175    175900    7153        387
## 2480         1731       14           30  143.55864    248500    9370        758
## 2481         1398       16           30  123.03290    172000    7175        904
## 2482         1217       15           30  124.07560    151000    7175        278
## 2483         1320       12           30  113.63636    150000    9019        274
## 2484         1056       40           16  101.32576    107000    8900       1056
## 2486          988       44           20  131.07287    129500    9100         36
## 2488         1654       29           36   72.24909    119500    8927          0
## 2490         1212       29           42  124.58746    151000    8471        506
## 2491          984       41           25  128.04878    126000    9308        554
## 2492          909       38           30  127.61276    116000    8450        162
## 2493          925       43           30  144.32432    133500    8638        181
## 2494         1024       41           30  118.04199    120875   13052        712
## 2495          935       41           30  146.52406    137000   13526        560
## 2496          912       42           30  135.96491    124000    8020        644
## 2497         1236       45           35  109.22330    135000    6993        465
## 2498          941       39           30  137.30074    129200    8789        659
## 2500         2417       15           40  107.57137    260000   16059          0
## 2501         2826       14           40  118.18825    334000   11025       1118
## 2503         2295       14           35  116.77560    268000   13346        728
## 2504         1624       12           40  161.33005    262000   12461       1456
## 2505         1143        2           35  154.33071    176400    3628          0
## 2506         1247        1           40  157.97915    197000    3316       1039
## 2507         1120        1           35  134.82143    151000    3180          0
## 2508         1143        1           35  128.95888    147400    2544          0
## 2509         1143        1           35  131.14611    149900    2544          0
## 2511         1524        6           30  108.92388    166000    2998        353
## 2512         1452        7           35  126.65289    183900    3735        450
## 2513         1382        6           35  119.39219    165000    2651        641
## 2514         1080        3           35  128.70370    139000    4447          0
## 2515         1694        9           35  118.06375    200000    8314          0
## 2516         1568        5           40  140.94388    221000    7180          0
## 2517         1494       11           40  180.72289    270000    9549        437
## 2518         1208       29           36  136.58940    165000   11250        767
## 2519         1235       26           40  173.27935    214000    3760       1009
## 2520         1036       26           40  181.46718    188000    3640        860
## 2521         1226       26           40  154.97553    190000    3874        807
## 2522         1226       28           40  138.66232    170000    3876        652
## 2524         1193       34           30  122.79966    146500   13110        962
## 2525         1920       38           42   88.54167    170000   10192          0
## 2526         2156       38           49  121.75325    262500   20781        297
## 2527         1416       38           36  127.04802    179900   11700        404
## 2528         2654       38           42   94.19744    250000   11029        619
## 2530         1334       39           42  123.31334    164500   10140        553
## 2531         1164       37           35  120.27491    140000    9600          0
## 2532          980       39           25  138.26531    135500    9750        400
## 2533         1051       38           25  135.10942    142000    9600        758
## 2534         1770       38           25   87.57062    155000    8640        361
## 2536         1052       38           25  131.65399    138500    8400       1016
## 2537          898       38           30  155.90200    140000    8400        744
## 2538         1051       40           25  118.36346    124400    9759        799
## 2539         1141       39           35  138.47502    158000    9600        602
## 2540         1200       41           40  121.66667    146000    9230        661
## 2541         1993       35           30   95.33367    190000   14803        416
## 2542         1050       45           30  130.00000    136500   10659        915
## 2543          864       48           25  150.34722    129900    9100        521
## 2544         1712       47           25   84.69626    145000    8393        528
## 2546         1251       42           36  127.89768    160000    8800        553
## 2547         1488       42           36  112.23118    167000   10368        260
## 2548         1440       42           30  109.37500    157500    9350        360
## 2549         1095       48           30  127.85388    140000   10382        513
## 2551         1248       46           35  121.39423    151500   10800        632
## 2552          816       72           48  159.06863    129800    8550        574
##      Neighborhood HouseStyle LotShape OverallQual logSalePrice TotalBsmtSF
## 1           NAmes     1Story      IR1           6     12.27839        1080
## 2           NAmes     1Story      Reg           5     11.56172         882
## 3           NAmes     1Story      IR1           6     12.05525        1329
## 4           NAmes     1Story      Reg           7     12.40492        2110
## 5         Gilbert     2Story      IR1           5     12.15425         928
## 6         Gilbert     2Story      IR1           6     12.18332         926
## 7         StoneBr     1Story      Reg           8     12.27139        1338
## 8         StoneBr     1Story      IR1           8     12.16264        1280
## 9         StoneBr     1Story      IR1           8     12.37370        1595
## 10        Gilbert     2Story      Reg           7     12.14950         994
## 11        Gilbert     2Story      IR1           6     12.07767         763
## 12        Gilbert     1Story      IR1           6     12.12811        1168
## 13        Gilbert     2Story      IR1           6     12.10293         789
## 14        Gilbert     1Story      Reg           7     12.05234        1300
## 15        StoneBr     1Story      IR1           8     12.26434        1488
## 19        Gilbert     1Story      Reg           4     11.85652         864
## 21         NWAmes     1Story      IR1           6     12.15478        1844
## 22         NWAmes     SFoyer      Reg           7     12.04355        1053
## 23        Somerst     2Story      Reg           7     12.28303         814
## 24          NAmes     1Story      IR1           6     11.91170        1004
## 25          NAmes     1Story      IR1           5     11.91772        1078
## 26          NAmes     1Story      Reg           5     11.86358        1056
## 27          NAmes     1Story      Reg           4     11.74404         882
## 28          NAmes     1Story      Reg           4     11.65269         864
## 29          NAmes     1Story      IR1           7     12.12269        1405
## 30         BrDale     2Story      Reg           6     11.47210         483
## 31         BrDale     2Story      Reg           5     11.56647         525
## 32         BrDale     2Story      Reg           6     11.38509         525
## 33        NPkVill     1Story      Reg           6     11.75587        1069
## 34        NPkVill     2Story      Reg           6     11.91772         855
## 35        NPkVill     1Story      Reg           7     11.69525         836
## 36        NPkVill     2Story      Reg           6     11.89136         855
## 38        NridgHt     1Story      Reg           8     12.63134        1704
## 42        NridgHt     1Story      Reg           9     12.52453        1698
## 43        NridgHt     1Story      IR1           8     12.46458        1822
## 44        NridgHt     1Story      IR1           7     12.27373        1517
## 48        NridgHt     2Story      Reg           8     12.67608        1671
## 49        NridgHt     1Story      Reg           9     12.67576        1752
## 50        NridgHt     1Story      IR1           8     12.23077        1370
## 51        NridgHt     2Story      Reg           7     12.07539         764
## 52        Gilbert     1Story      IR1           6     12.20357        1324
## 53        Blmngtn     1Story      Reg           7     11.98293        1145
## 54        Blmngtn     1Story      Reg           8     12.16525        1256
## 55        Gilbert       SLvl      IR1           7     12.12540         384
## 56        Gilbert     2Story      Reg           6     12.28535         860
## 57        Gilbert     2Story      IR1           7     12.12859         847
## 58        Gilbert       SLvl      IR1           7     12.10071         384
## 59        Gilbert     2Story      IR1           7     12.31268         884
## 60        NoRidge     2Story      IR1           9     12.71640        1393
## 61        NoRidge     2Story      IR2           8     12.77987        1629
## 62        NoRidge     1Story      IR1           7     12.46997        1720
## 63        NoRidge     2Story      IR1           8     12.69158        1463
## 64        NoRidge     2Story      IR1           8     12.57764        1152
## 65        NoRidge     2Story      IR2           7     12.30592        1195
## 67        Somerst     1Story      Reg           8     12.30818        1595
## 69        Somerst     2Story      Reg           7     12.27932         756
## 70        Somerst     1Story      Reg           8     12.47801        1566
## 71        Somerst     2Story      Reg           7     12.44863         991
## 73        SawyerW     2Story      IR1           7     12.35879         956
## 74        SawyerW     2Story      Reg           7     12.10625         831
## 75        SawyerW     2Story      IR1           7     12.23077         948
## 76        SawyerW     1Story      Reg           6     11.87060         923
## 77        SawyerW     2Story      Reg           6     12.14950        1055
## 78        SawyerW     1Story      Reg           6     11.50791         918
## 79        SawyerW     1Story      Reg           6     11.73607         744
## 80        SawyerW     2Story      IR1           7     12.17819         996
## 81        SawyerW     1Story      Reg           6     11.93164        1040
## 82        SawyerW     2Story      Reg           6     12.04942         650
## 83        SawyerW     1Story      Reg           5     11.11988         816
## 86         Sawyer     1Story      Reg           5     11.83863         894
## 87         Sawyer     1Story      IR1           5     11.71178         882
## 88         Sawyer     1Story      Reg           5     11.79810        1040
## 89         Sawyer     1Story      IR1           5     11.75194        1040
## 91        NoRidge     2Story      IR1           7     12.15478         750
## 93        NoRidge     2Story      Reg           8     12.56024        1390
## 94        Somerst     1Story      IR1           7     12.46844        1488
## 95        Somerst     2Story      Reg           7     12.15478         840
## 96        Somerst     2Story      Reg           7     11.95118         600
## 97        Somerst     2Story      Reg           7     11.92504         600
## 98        Somerst     2Story      Reg           7     11.91505         600
## 99        Somerst     2Story      Reg           6     11.93164         600
## 101       Somerst     2Story      Reg           6     12.08673         756
## 102       Somerst     2Story      Reg           6     12.08391         756
## 103       Somerst     2Story      Reg           7     11.95118         696
## 104       Somerst     2Story      IR1           7     11.89894         530
## 106       Somerst     2Story      IR1           8     12.44509         975
## 107        Greens     1Story      IR1           8     11.95118         728
## 108        Greens     1Story      IR1           8     12.23563        1226
## 109        Sawyer     2Story      IR1           6     11.77913         725
## 110       Somerst     1Story      Reg           7     12.34583        1492
## 111        NWAmes     1Story      IR1           6     12.29454        1829
## 112        NWAmes     2Story      Reg           6     12.40287        1280
## 113        NWAmes     1Story      IR1           6     12.23077        1610
## 114        NWAmes     1.5Fin      IR1           6     12.26670        1224
## 115        NWAmes     2Story      Reg           7     12.18842         980
## 116        NWAmes     1Story      Reg           6     12.19349        1161
## 117        NWAmes     2Story      Reg           6     12.04942         715
## 118         NAmes     1Story      Reg           5     11.86534        1232
## 119        NWAmes     1Story      Reg           6     11.87060        1328
## 120         NAmes     1Story      IR1           4     11.76718         950
## 121         NAmes     1Story      Reg           5     11.97666        1209
## 122         NAmes     1Story      Reg           5     12.09458        1510
## 123         NAmes       SLvl      IR1           6     11.82261         533
## 124         NAmes       SLvl      IR1           5     12.10349        1152
## 127         NAmes     1Story      Reg           5     11.86446        1078
## 129         NAmes     1.5Fin      Reg           6     12.05815         782
## 130       BrkSide     1Story      IR1           5     11.66565         858
## 132         NAmes     1Story      Reg           5     11.75979        1056
## 133         NAmes       SLvl      Reg           6     11.93819        1156
## 134         NAmes     1Story      Reg           5     11.79056        1268
## 135         NAmes     SFoyer      IR1           6     12.08954        1080
## 139         NAmes     1Story      Reg           5     11.81303        1604
## 140         NAmes     1Story      Reg           7     12.27373        1480
## 141         NAmes     1Story      IR1           5     11.82041        1143
## 142         NAmes     1Story      IR1           5     12.01673        1398
## 143         NAmes     1Story      Reg           5     11.88449        1314
## 144         NAmes     1Story      Reg           6     11.90497        1194
## 146         NAmes     1Story      Reg           5     12.02874        1268
## 147         NAmes     1Story      IR1           5     11.59486        1206
## 148         NAmes     1Story      Reg           6     11.97980        1244
## 149         NAmes     1.5Fin      Reg           4     11.58989         832
## 150         NAmes     1Story      Reg           5     11.81303         864
## 151         NAmes     1Story      Reg           5     11.71587         972
## 154         NAmes     1Story      Reg           4     11.56172         576
## 156         NAmes     1Story      Reg           5     11.88380        1086
## 157         NAmes     1Story      Reg           5     11.76757         936
## 159       OldTown     SFoyer      Reg           6     11.87757        1056
## 160         NAmes     1Story      IR1           5     11.99535        1063
## 162         NAmes     1.5Fin      Reg           6     11.79056         816
## 163         NAmes     1Story      Reg           5     11.94471        1246
## 164         NAmes     1.5Fin      Reg           5     12.01974         910
## 165         NAmes     1Story      Reg           5     11.81155         900
## 166         NAmes     1Story      IR1           6     11.98293        1116
## 167         NAmes     1Story      IR1           5     11.90497        1175
## 169         NAmes     2Story      Reg           6     11.95118         756
## 172       OldTown     1Story      Reg           5     11.60368         936
## 173       OldTown     1Story      Reg           5     11.65269        1008
## 174       OldTown     1Story      Reg           5     11.87060        1347
## 175       OldTown     2Story      Reg           3     11.58432         840
## 176       OldTown     1Story      Reg           4     11.28978         747
## 178       OldTown     1.5Fin      Reg           5     11.77529         926
## 179       OldTown     1.5Fin      Reg           6     11.68688         827
## 180       OldTown     1.5Fin      Reg           5     11.76757        1027
## 181       OldTown     1.5Fin      Reg           5     11.51293        1008
## 183       OldTown     1Story      Reg           6     11.57025         624
## 185       OldTown     1.5Fin      Reg           5     11.84223         686
## 186       OldTown     2Story      Reg           8     12.38839         346
## 188       OldTown     1Story      Reg           6     11.91639         912
## 189       OldTown     2Story      Reg           4     11.74006         622
## 190       OldTown     2Story      Reg           4     11.71587         777
## 192       BrkSide     1.5Fin      Reg           5     11.76368         988
## 193       BrkSide     2.5Unf      IR1           7     12.25248        1108
## 194       BrkSide     1Story      Reg           4     11.37366         765
## 196       BrkSide     1.5Fin      Reg           6     11.75979         572
## 198       BrkSide     1.5Fin      Reg           6     11.84868         780
## 199       BrkSide     1.5Fin      Reg           5     11.72723         528
## 200       BrkSide     1.5Fin      Reg           5     11.83790         928
## 201       OldTown     1Story      Reg           6     11.60368        1124
## 203       OldTown     1.5Fin      Reg           4     11.91505         888
## 204       OldTown     2Story      Reg           6     11.98230         780
## 205       OldTown     2Story      Reg           6     11.71178         662
## 206        IDOTRR     1Story      IR2           5     11.60824         816
## 208       OldTown     2Story      Reg           5     11.84940         360
## 209       ClearCr     2Story      Reg           7     12.40656        1032
## 210       ClearCr     1Story      IR1           5     12.06105        1422
## 212         SWISU     1.5Fin      Reg           5     11.51293        1212
## 213         SWISU     1.5Fin      IR1           6     11.46163         600
## 215         SWISU     1.5Fin      Reg           5     11.65182         856
## 216        Sawyer     1.5Fin      Reg           5     11.45105         780
## 217        Sawyer     1Story      Reg           4     11.82041        1832
## 218        Sawyer     1Story      Reg           4     11.82408        1768
## 219        Sawyer     1Story      Reg           5     11.78676        1039
## 221        Sawyer     1Story      Reg           5     11.73607         912
## 222        Sawyer     1Story      IR1           5     11.94471        1060
## 223        Sawyer     1Story      Reg           5     11.83428         864
## 224        Sawyer     2Story      Reg           6     11.97035         663
## 225        Sawyer     1Story      Reg           5     11.82956         864
## 226        Sawyer     SFoyer      IR1           5     11.98449        1319
## 227        Sawyer     2Story      Reg           5     12.00151         720
## 230       ClearCr     1Story      IR1           7     12.50618        1420
## 231        Sawyer     1Story      Reg           4     11.35041         660
## 233       ClearCr     1Story      Reg           7     12.46844        1332
## 234       ClearCr     2Story      IR1           6     12.34583        1117
## 235       Edwards     1.5Fin      Reg           3     11.72804         972
## 237       Edwards     1Story      Reg           6     11.88103         663
## 238       Edwards     1Story      Reg           5     11.76757        1144
## 239       Edwards     1.5Fin      Reg           4     11.75194         756
## 240       Edwards     1Story      Reg           5     11.75979        1172
## 241       Edwards     1Story      Reg           6     12.13350        1212
## 243       Edwards     1Story      IR1           5     11.64395        1250
## 245       SawyerW     2Story      Reg           6     12.08954         741
## 246       SawyerW     1Story      Reg           7     12.50618        1433
## 247       SawyerW     2Story      IR1           6     12.29225         946
## 248       SawyerW     2Story      Reg           7     12.37159        1050
## 249       SawyerW     SFoyer      Reg           6     11.89819         936
## 250       CollgCr     1Story      IR1           8     12.41044        1694
## 251       CollgCr     1Story      Reg           7     12.23563        1187
## 252       CollgCr     1Story      IR1           7     12.20056        1226
## 253       CollgCr     1Story      Reg           7     12.13886        1222
## 254       SawyerW     2Story      Reg           7     12.67608        1673
## 255       SawyerW     1.5Fin      IR1           6     11.83863         676
## 256       ClearCr       SLvl      Reg           6     11.95118        1010
## 257       CollgCr     SFoyer      Reg           5     11.97666         870
## 258       CollgCr     2Story      IR1           7     12.16003         878
## 259       CollgCr     2Story      Reg           6     12.20857         804
## 260       CollgCr     1Story      IR1           5     11.91839        1026
## 261       CollgCr     2Story      IR1           6     11.99381         689
## 262       CollgCr     1Story      Reg           5     11.76135         894
## 263       CollgCr     1Story      Reg           5     11.75194         876
## 264       CollgCr     1Story      Reg           8     12.66981        1978
## 265       CollgCr     1Story      Reg           8     12.51356        1581
## 266       CollgCr     2Story      IR1           7     12.37582         941
## 267       CollgCr     2Story      Reg           7     12.38839        1040
## 268       CollgCr     1Story      IR2           7     12.32341        1649
## 269       CollgCr     1Story      Reg           6     11.87583         848
## 270       CollgCr     1Story      Reg           6     11.87060         848
## 271       CollgCr     1Story      IR2           8     12.35449        1657
## 272       CollgCr     1Story      Reg           7     12.26905        1473
## 273       CollgCr     1Story      Reg           7     12.13081        1414
## 276       Edwards     1Story      Reg           5     11.51293           0
## 277       Edwards     1Story      IR1           5     11.87757        1196
## 279       Edwards       SLvl      Reg           6     11.73767        1008
## 281       Edwards     1Story      Reg           4     11.40756         960
## 282       Edwards     1Story      Reg           4     11.84940        1121
## 283       Edwards     1.5Fin      Reg           6     11.63514         735
## 284       Edwards     1.5Fin      Reg           4     11.28978         672
## 286         SWISU     1Story      Reg           5     11.55215        1107
## 287         SWISU     2Story      Reg           6     11.75979         806
## 288       Edwards     1Story      Reg           3     10.97678         864
## 289         SWISU     1.5Fin      Reg           5     11.75194        1026
## 290         SWISU     1Story      Reg           6     11.74404         856
## 292         SWISU     1.5Fin      Reg           5     11.51293         894
## 294       Crawfor     1.5Fin      IR1           7     12.45877        1528
## 295       Crawfor     2Story      Reg           5     12.27839        1032
## 296       Crawfor     2Story      Reg           7     12.49313        1152
## 298       Crawfor       SLvl      IR1           7     12.22163         423
## 299       Blueste     1Story      IR1           8     12.12811         982
## 300       Blueste     1Story      IR1           8     11.99843        1191
## 301       Crawfor     1Story      IR1           7     12.57418        1501
## 302        IDOTRR     1.5Fin      Reg           4     11.74006         796
## 304        IDOTRR     1.5Fin      Reg           6     11.60824         629
## 309       Crawfor     1Story      IR1           8     12.41309        1594
## 310       Mitchel     2Story      Reg           8     12.44863        1049
## 311       Mitchel       SLvl      Reg           6     12.15478        1243
## 312       Mitchel     1Story      IR1           7     12.21106        1560
## 313       Mitchel       SLvl      IR1           6     12.04297        1012
## 314       Mitchel     1Story      IR1           6     12.04355        1958
## 316        Timber     1Story      IR1           7     12.30138        1336
## 318        Timber     2Story      Reg           5     12.06681         384
## 320        Timber     2Story      Reg           7     12.27793         817
## 321        Timber     2Story      Reg           8     12.22047         967
## 323       Mitchel     1Story      Reg           5     12.03765        1068
## 324       Mitchel     1Story      Reg           5     12.06393        1430
## 325       Mitchel     2Story      Reg           6     11.84223         912
## 326       Mitchel     1Story      Reg           5     12.02275        1344
## 327       MeadowV     2Story      Reg           4     11.33260         546
## 328       MeadowV     1Story      Reg           5     11.69107         945
## 329       MeadowV     2Story      Reg           5     11.35041         536
## 330       MeadowV     2Story      Reg           4     11.23849         546
## 331       MeadowV     SFoyer      Reg           4     11.23189         630
## 332       MeadowV     2Story      Reg           4     11.38793         546
## 333       MeadowV     2Story      Reg           4     11.35627         546
## 334       Mitchel     1Story      Reg           5     11.77529         864
## 335       Mitchel     1Story      IR1           5     11.96972        1188
## 336       Mitchel     1Story      Reg           5     11.91772         833
## 338       Mitchel     2Story      Reg           5     11.82041         624
## 339       Mitchel     1.5Fin      IR1           5     11.98916         864
## 340       Mitchel     1Story      Reg           8     12.56024        1679
## 341       Mitchel     2Story      Reg           6     12.35017        1152
## 342         NAmes     1Story      IR1           6     11.73206         882
## 343         NAmes     1Story      Reg           6     11.96400        1434
## 344         NAmes       SLvl      Reg           8     12.75130        1952
## 345       Gilbert     2Story      IR1           6     12.15214         945
## 346       Gilbert     2Story      IR1           8     12.50618        1008
## 347       Gilbert       SLvl      Reg           7     12.14950         384
## 349       Gilbert       SLvl      IR1           7     12.03469         384
## 351       StoneBr     1Story      IR1           8     12.53538        1501
## 352       StoneBr     1Story      IR1           8     12.38839        1418
## 353       StoneBr     1Story      IR1           8     12.38631        1587
## 354       Gilbert       SLvl      IR1           7     12.08673         384
## 355       Gilbert     2Story      IR1           7     12.12811         832
## 356       Gilbert     2Story      Reg           6     12.16003         952
## 357       Gilbert     2Story      IR1           6     12.08954         799
## 358       Gilbert     2Story      IR2           6     12.12811         680
## 359       Gilbert     2Story      IR1           6     12.10800         707
## 360       Gilbert     1Story      Reg           6     12.01974        1181
## 361       Gilbert     2Story      IR1           6     12.08954         808
## 362       Gilbert     2Story      Reg           6     12.06681         702
## 363       Gilbert     1Story      IR1           6     12.06105        1158
## 364       Gilbert     2Story      IR1           7     12.32386         978
## 365       Gilbert     1Story      Reg           7     12.10349        1424
## 369       StoneBr     1Story      IR1           7     12.46844        1530
## 370       Gilbert     2Story      Reg           5     12.12811        1122
## 371        NWAmes     2Story      IR1           7     12.46844         845
## 372        NWAmes     1Story      IR1           6     12.10625        1362
## 374        NWAmes     1Story      IR1           6     12.27839        1602
## 376        NWAmes     1Story      Reg           6     12.20607        1427
## 377        NWAmes     2Story      IR1           7     12.42521        1043
## 378        NWAmes       SLvl      Reg           7     12.14153        1372
## 379        NWAmes     1Story      Reg           6     12.12269        1140
## 380        NWAmes     1Story      Reg           8     12.53538        2524
## 382        NWAmes     1Story      Reg           7     11.93164        1090
## 383        NWAmes     2Story      IR1           5     12.19349         780
## 384       Somerst     2Story      Reg           7     12.39214         926
## 386       Somerst     2Story      Reg           8     12.30138        1058
## 387       Somerst     2Story      Reg           8     12.36734         972
## 388        NWAmes     1Story      IR1           5     12.26905        1621
## 389        NWAmes     1Story      Reg           6     12.03112        1116
## 390        NWAmes     1Story      IR1           7     11.97035        1176
## 391        NWAmes     1Story      Reg           6     12.01370        1064
## 393         NAmes     2Story      Reg           5     11.82041         896
## 394         NAmes     1Story      IR1           5     11.90834        1002
## 395         NAmes     1Story      Reg           6     11.95761        1026
## 396         NAmes     1Story      IR1           5     11.75979        1180
## 397         NAmes     1Story      IR1           5     11.87060        1043
## 399         NAmes     1Story      Reg           4     11.69941         864
## 400         NAmes     1Story      Reg           4     11.73206         864
## 402         NAmes     1Story      Reg           4     11.77529         864
## 403        BrDale     2Story      Reg           6     11.61729         483
## 406        BrDale     2Story      Reg           6     11.48247         483
## 407        BrDale     2Story      Reg           6     11.67844         483
## 408        BrDale     2Story      Reg           5     11.69107         630
## 409       NPkVill     1Story      IR1           6     11.87583         958
## 410       NPkVill     2Story      Reg           6     11.89136         804
## 411       NPkVill     2Story      Reg           6     11.90834         855
## 412       NPkVill     1Story      Reg           7     11.71994        1057
## 413       NPkVill     2Story      Reg           6     11.89819         855
## 414       NPkVill     2Story      Reg           6     11.83428         855
## 415       NPkVill     2Story      Reg           6     11.89819         804
## 416       NPkVill     2Story      Reg           6     11.90834         855
## 417       NPkVill     2Story      Reg           6     11.83501         855
## 418       NPkVill     1Story      Reg           7     11.76368         836
## 419         NAmes     1Story      Reg           5     11.51293         892
## 420         NAmes     1Story      Reg           5     11.91036         864
## 426       NridgHt     1Story      Reg           8     12.45410        1566
## 429       NridgHt     2Story      IR1           9     12.72189        1104
## 436       NridgHt     1Story      IR1           8     12.59811        1782
## 438       NridgHt     1Story      IR1           8     12.45098        1709
## 440       NridgHt     1Story      Reg           8     12.52416        1713
## 441       NridgHt     1Story      IR1           9     12.61154        1504
## 442       NridgHt     1Story      IR1           9     12.68850        1774
## 443       NridgHt     2Story      Reg           9     12.76569        1462
## 444       NridgHt     1Story      IR1           8     12.54254        1836
## 445       NridgHt     1Story      IR1           8     12.55673        3206
## 446       NridgHt     1Story      IR1           7     12.50432        1760
## 450       NridgHt     2Story      IR1           8     12.57764        1082
## 451       NridgHt     1Story      IR1           8     12.45254        1598
## 452       NridgHt     1Story      IR1           6     12.26905        1358
## 453       NridgHt     1Story      IR1           6     12.18587        1306
## 454       NridgHt     1Story      IR1           6     12.12540        1306
## 455       NridgHt     1Story      IR1           7     12.26670        1350
## 456       NridgHt     1Story      IR1           7     12.34583        1314
## 460       NridgHt     1Story      Reg           9     12.42320        1451
## 461       NridgHt     1Story      Reg           8     12.56549        1712
## 462       NridgHt     1Story      Reg           8     12.44509        1324
## 463       NridgHt     1Story      Reg           7     12.06105        1405
## 464       NridgHt     2Story      Reg           7     12.06105         764
## 465       Gilbert     2Story      Reg           7     12.12269         728
## 466       Gilbert     2Story      IR1           6     12.03053         745
## 467       Gilbert     2Story      IR2           6     12.06681         742
## 468       Gilbert     2Story      IR2           6     12.06681         684
## 469       Blmngtn     1Story      Reg           7     12.06681        1373
## 470       Blmngtn     1Story      Reg           7     12.07767        1386
## 471       Blmngtn     1Story      Reg           7     12.16785        1373
## 472       Blmngtn     1Story      Reg           7     12.10625        1346
## 473       Blmngtn     1Story      Reg           7     12.10071        1220
## 474       Blmngtn     1Story      Reg           7     11.98418        1145
## 475       Gilbert     2Story      IR1           7     12.14685         716
## 476       Gilbert     2Story      IR1           6     12.20607        1010
## 477       Gilbert       SLvl      IR1           7     12.04355         384
## 478       Gilbert     2Story      IR1           7     12.15214         868
## 479       Gilbert       SLvl      Reg           8     12.12323         408
## 480       Gilbert     2Story      IR1           7     12.18332         846
## 481       Gilbert     2Story      IR1           7     12.16525         782
## 482       Gilbert     2Story      IR1           7     12.08954         698
## 483       NridgHt     1Story      Reg           7     12.24289        1314
## 484       Gilbert     2Story      IR1           7     12.37159         952
## 485       Gilbert     2Story      IR1           8     12.45877         870
## 486       Gilbert     2Story      IR1           6     12.40492         992
## 487       Gilbert       SLvl      IR1           7     12.02575         384
## 488       Gilbert     2Story      IR1           6     12.09514         982
## 489       Gilbert     2Story      IR1           6     12.15478         794
## 490       Gilbert       SLvl      Reg           7     11.95761         384
## 491       Gilbert     2Story      IR2           7     12.40901        1177
## 492       Gilbert     2Story      IR3           6     12.10625         841
## 493       Gilbert     2Story      IR1           7     12.27373         992
## 494       Gilbert       SLvl      IR1           7     12.03172         384
## 495       NoRidge     2Story      Reg           8     12.72784        1252
## 497       NoRidge     2Story      Reg           8     12.69772        1455
## 498       NoRidge     2Story      IR1           8     12.73670        1284
## 499       NoRidge     2Story      IR1           8     12.72487        1225
## 500       NoRidge     2Story      IR1           7     12.48749        1264
## 501       NoRidge     1Story      IR1           8     12.66033        2024
## 502       NoRidge     2Story      Reg           7     12.46844        1347
## 503       NoRidge     2Story      Reg           7     12.46844        1070
## 504       NoRidge     2Story      IR1           8     12.48200        1173
## 506       NoRidge     2Story      IR2           7     12.42118         973
## 508       Somerst     1Story      IR1           8     12.52453        1696
## 509       Somerst     1Story      Reg           8     12.45877        1614
## 511       Somerst     1Story      Reg           8     12.52634        1702
## 512       Somerst     1Story      IR1           8     12.40901        1422
## 513       Somerst     2Story      Reg           7     12.44114        1113
## 516       Somerst     2Story      Reg           8     12.25486         768
## 520       Somerst     1Story      Reg           7     12.34496        1402
## 521       Somerst     1Story      IR1           9     12.42922        1530
## 523       Somerst     1Story      Reg           8     12.38212        1372
## 524       Somerst     2Story      Reg          10     12.64433        1017
## 525       Somerst     2Story      Reg           8     12.50618         900
## 526       Somerst     2Story      Reg           8     12.43718        1082
## 527       Somerst     2Story      Reg           7     12.39255        1092
## 529       Somerst     1Story      Reg           7     12.58108        1652
## 530       Somerst     2Story      Reg           7     12.47991         912
## 531       Somerst     1Story      Reg           7     12.12811        1221
## 532       Somerst     1Story      IR1           7     12.36521        1553
## 533       Somerst     2Story      IR1           7     12.25009         812
## 534       SawyerW     1Story      Reg           7     11.97666        1218
## 535       SawyerW     1Story      Reg           7     11.93164        1141
## 536       SawyerW     1Story      Reg           6     11.87409        1158
## 537       SawyerW     2Story      IR1           7     12.17045         835
## 538       SawyerW     1Story      IR1           8     12.22096        1512
## 539       SawyerW     1Story      Reg           7     12.12757        1176
## 540       SawyerW     1Story      Reg           7     11.97666        1114
## 541       SawyerW     1Story      Reg           5     11.86358        1114
## 542       SawyerW     1Story      Reg           5     11.93819        1114
## 544       SawyerW     2Story      IR1           7     12.30138         913
## 546       SawyerW     1Story      IR1           7     12.14950        1454
## 547       SawyerW     2Story      Reg           6     12.05234         816
## 548       SawyerW     2Story      Reg           6     11.69525         626
## 549       SawyerW     1Story      Reg           6     11.88449        1332
## 550       SawyerW     2Story      Reg           7     12.12269         754
## 551       SawyerW     2Story      IR1           6     11.99535         676
## 552       SawyerW     2Story      Reg           6     11.98293           0
## 553       SawyerW     1Story      Reg           4     11.31447         721
## 554       SawyerW     1.5Unf      Reg           6     11.23849         784
## 555        Sawyer     1Story      IR1           5     11.60824         980
## 556        Sawyer     1Story      Reg           5     11.81303         980
## 557        Sawyer     1Story      IR1           5     11.85652         864
## 558        Sawyer     1Story      IR1           5     11.71178         864
## 559        Sawyer     1Story      IR1           5     11.72884        1024
## 560        Sawyer     1Story      IR1           5     11.76757         912
## 561        Sawyer     1Story      Reg           5     11.78600         864
## 562        Sawyer     1Story      IR1           5     11.04105         864
## 563        Sawyer     1Story      Reg           5     11.71994         912
## 565       NoRidge     2Story      Reg           7     12.36734         975
## 570       Somerst     1Story      IR1           6     12.18075        1145
## 571       Somerst     2Story      Reg           6     12.05815         729
## 572       Somerst     2Story      Reg           6     12.10071         756
## 573       Somerst     2Story      Reg           7     11.95761         691
## 576        Greens     1Story      IR1           8     12.26198        1226
## 577       Veenker     1Story      Reg           7     12.39504        1740
## 580        NWAmes     2Story      Reg           6     11.94471         727
## 581        NWAmes     1Story      IR1           6     12.12811        1442
## 582        NWAmes     1Story      IR1           6     12.13216        1489
## 583        NWAmes     2Story      IR1           7     12.20607        1107
## 584        NWAmes     2Story      IR1           7     12.23563         752
## 585        NWAmes     2Story      IR1           6     11.99535         723
## 586        NWAmes     2Story      Reg           6     12.45644         932
## 587        NWAmes       SLvl      IR1           6     12.19552        1680
## 588        NWAmes     1Story      Reg           5     12.00151        1288
## 590        NWAmes     2Story      IR1           7     12.34583         908
## 591        NWAmes     1Story      Reg           6     12.03112        1350
## 593        NWAmes     2Story      Reg           8     12.33271         810
## 594         NAmes     1Story      Reg           5     11.77529         864
## 595         NAmes     1Story      Reg           5     11.87060        1568
## 596         NAmes     1Story      Reg           5     11.67419         925
## 598        NWAmes     SFoyer      Reg           6     12.05815        1232
## 599        NWAmes     1Story      Reg           6     11.99226        1372
## 600         NAmes     1Story      Reg           4     11.86005         894
## 601         NAmes     1Story      Reg           5     11.67844         864
## 602         NAmes     1Story      Reg           6     11.75587         864
## 603         NAmes     1Story      IR1           4     11.84940        1040
## 606         NAmes     1Story      Reg           6     12.02575        1516
## 607         NAmes     1Story      Reg           5     11.93819        1313
## 609         NAmes     1Story      IR1           5     11.94471        1154
## 610         NAmes     2Story      IR1           5     12.08673         744
## 611         NAmes       SLvl      IR1           6     11.97035        1127
## 612         NAmes     1Story      Reg           5     11.73206        1041
## 613         NAmes       SLvl      Reg           6     12.06968        1208
## 614         NAmes     1Story      Reg           5     11.71178         960
## 615       BrkSide     1Story      Reg           4     11.32055         420
## 616       BrkSide     1.5Fin      IR1           5     11.60824         709
## 617         NAmes     1Story      Reg           6     11.91505        1505
## 618         NAmes     1Story      Reg           6     12.07254        1680
## 619         NAmes     1Story      Reg           6     12.02575        1416
## 620         NAmes     1Story      Reg           5     11.76679        1050
## 622         NAmes     1Story      Reg           5     11.89819        1113
## 624         NAmes     1Story      IR1           6     12.14153        1453
## 625         NAmes     1Story      IR1           6     11.97666        1394
## 626         NAmes     1Story      IR1           6     12.45293        1562
## 627         NAmes     2Story      Reg           7     12.23077         768
## 628         NAmes     2Story      Reg           6     12.17303         896
## 630         NAmes     1.5Fin      IR1           4     11.56076         715
## 631         NAmes     1Story      Reg           5     11.91839        1169
## 632         NAmes     1Story      Reg           6     11.96081        1478
## 633         NAmes     1Story      IR1           7     12.07824        1329
## 634         NAmes     1Story      IR1           6     11.91505         988
## 636         NAmes     1Story      IR1           6     11.95118        1215
## 638         NAmes     1Story      Reg           5     11.93819        1382
## 639         NAmes     1Story      Reg           4     11.87757        1200
## 640         NAmes       SLvl      Reg           6     12.07824        1362
## 641         NAmes     1Story      Reg           5     11.93819        1297
## 642         NAmes     1Story      Reg           5     11.81303        1866
## 643         NAmes     1Story      IR1           6     11.78295        1062
## 645         NAmes     1Story      Reg           5     11.74404         631
## 646         NAmes     1Story      Reg           4     11.65269        1005
## 648         NAmes     1Story      Reg           5     11.63514         793
## 649         NAmes     1Story      Reg           5     11.88793        1031
## 650         NAmes     1Story      Reg           5     11.54151           0
## 652         NAmes     2Story      Reg           7     11.93492         699
## 653         NAmes     1Story      Reg           5     11.77452        1200
## 654         NAmes     1Story      Reg           6     11.79056         972
## 655       OldTown     1Story      Reg           3     11.51192         792
## 657       OldTown     2Story      Reg           5     11.91170         676
## 658       OldTown     2Story      Reg           4     11.64395         405
## 659       OldTown     1Story      Reg           5     11.60368         768
## 660       OldTown     1Story      Reg           5     11.73607        1054
## 662       OldTown     2Story      Reg           7     11.96081         560
## 664       OldTown     1.5Fin      Reg           4     11.56172         840
## 665       OldTown     1Story      Reg           5     11.57119         720
## 668         NAmes     1Story      Reg           6     11.94471        1380
## 670         NAmes     2Story      Reg           5     12.20607        1248
## 671         NAmes     1Story      Reg           6     11.87409         951
## 672         NAmes     1Story      IR1           6     11.81303        1105
## 673         NAmes     1Story      IR1           5     11.93819         992
## 674         NAmes     1Story      IR1           6     11.96718        1478
## 675         NAmes     1Story      IR1           6     11.63956         160
## 676         NAmes     1Story      Reg           5     11.79810         832
## 677         NAmes     1Story      Reg           3     11.43928           0
## 679         NAmes     1Story      Reg           4     11.40756           0
## 681         NAmes     1Story      Reg           5     11.75979        1041
## 683         NAmes     1Story      Reg           5     11.68604         732
## 684         NAmes       SLvl      Reg           5     11.83501         528
## 685         NAmes     1Story      Reg           5     11.79434        1148
## 686         NAmes     1.5Fin      Reg           4     11.80186         832
## 688         NAmes     2Story      Reg           6     11.88276         780
## 689         NAmes     SFoyer      IR1           5     11.88449         941
## 690         NAmes     1Story      Reg           6     11.75194        1045
## 691         NAmes     1Story      Reg           5     11.60368         894
## 692       OldTown     1.5Fin      Reg           6     11.65269         818
## 693       OldTown     2Story      Reg           5     11.60824         440
## 694       OldTown     1.5Fin      Reg           6     11.76679         901
## 697       OldTown     1.5Fin      Reg           5     11.77529         240
## 698       OldTown     2Story      Reg           5     11.76757         504
## 699       OldTown     2Story      Reg           5     11.91839         690
## 701       OldTown     2Story      Reg           4     11.45688         600
## 702       OldTown     2Story      Reg           5     11.73206         960
## 703       OldTown     2Story      Reg           7     11.81303         651
## 704       OldTown     1.5Fin      Reg           5     11.54248         801
## 706       OldTown     1.5Fin      Reg           5     11.77144         768
## 707       OldTown     1.5Fin      Reg           5     11.44035         811
## 708       OldTown     1Story      Reg           4     11.28978         861
## 711       OldTown     1Story      Reg           5     11.42191         190
## 712       OldTown     1Story      Reg           5     11.50791         624
## 714       OldTown     2Story      Reg           4     11.37939         677
## 715       OldTown     1.5Fin      Reg           5     11.60824         720
## 718       OldTown     2Story      Reg           6     11.98293         917
## 719       OldTown     2Story      Reg           6     11.68688         624
## 722       OldTown     2Story      Reg           7     11.87060         650
## 724       OldTown     1.5Fin      Reg           5     11.73527        1088
## 725       OldTown     1.5Fin      Reg           6     11.68688         972
## 726       OldTown     2Story      Reg           6     11.89478         741
## 730       BrkSide     1Story      Reg           6     11.91170        1022
## 731       BrkSide     1.5Fin      Reg           7     12.23077         952
## 732       BrkSide     1.5Fin      Reg           5     11.82774         297
## 733       BrkSide     1.5Unf      Reg           6     11.70355         952
## 734       BrkSide     1.5Fin      Reg           4     11.75979         672
## 735       BrkSide     1.5Fin      Reg           6     11.81229         698
## 736       BrkSide     1.5Fin      Reg           5     11.66993         884
## 737       BrkSide     1.5Fin      Reg           6     11.79434         780
## 738       BrkSide     1.5Fin      Reg           5     11.44035         468
## 739       BrkSide     1.5Unf      Reg           6     11.68688         884
## 741       BrkSide     1.5Fin      Reg           5     11.86005         927
## 742       BrkSide     1.5Fin      Reg           4     11.79810         884
## 744       BrkSide     1Story      Reg           5     11.56172         715
## 746       BrkSide     1.5Fin      Reg           5     11.91839         952
## 747       BrkSide     1Story      Reg           5     11.74800        1072
## 748       BrkSide     2.5Unf      IR1           6     12.27607         844
## 750       OldTown     2Story      Reg           6     11.95118        1048
## 755        IDOTRR     2Story      Reg           6     11.91170         720
## 756        IDOTRR     1.5Fin      Reg           4     11.54248         780
## 757       OldTown     2Story      IR2           6     11.71994         483
## 759        IDOTRR     1.5Fin      Reg           6     11.81303        1204
## 761        IDOTRR     2Story      Reg           6     11.66135         698
## 762        Sawyer     1Story      IR1           4     11.39358         560
## 765       Edwards     SFoyer      IR1           5     11.98230        1152
## 767       Edwards     2Story      Reg           6     11.54829         672
## 768       Edwards     1.5Fin      Reg           5     11.05089         585
## 770        Sawyer     1Story      Reg           5     11.84223        1121
## 771        Sawyer     2Story      Reg           6     12.05815         918
## 773        Sawyer     1Story      Reg           5     11.77529         864
## 774        Sawyer     SFoyer      IR1           6     11.91772         456
## 775        Sawyer     SFoyer      IR1           5     11.81229         858
## 776        Sawyer     SFoyer      IR1           5     11.82774         840
## 777        Sawyer     1Story      Reg           5     11.84223        1092
## 778        Sawyer       SLvl      Reg           5     12.01370         552
## 779        Sawyer       SLvl      Reg           6     11.90497        1138
## 780       ClearCr       SLvl      Reg           5     12.01370         825
## 784       Edwards     1Story      Reg           4     11.81303        1134
## 785       Edwards     1Story      IR1           4     11.32055         861
## 786       ClearCr     1Story      IR1           5     12.15478        1617
## 789       Edwards     1Story      Reg           6     11.75587        1436
## 790       Edwards     1Story      Reg           5     11.70767        1073
## 792       Edwards     2Story      Reg           6     11.94730         747
## 793       Edwards     1Story      Reg           4     11.63514         672
## 794       Edwards     1Story      Reg           5     11.73607        1089
## 795       Edwards     1Story      IR1           4     11.33857           0
## 796       Edwards     1Story      Reg           5     11.84582        1049
## 798       Edwards     1.5Fin      Reg           6     11.56172         560
## 799       Edwards     2Story      Reg           4     11.58989         755
## 800       SawyerW       SLvl      IR1           7     11.99535        1054
## 803       SawyerW     1Story      IR1           7     12.51319        2158
## 804       SawyerW     2Story      Reg           7     12.26905         740
## 805       SawyerW     2Story      Reg           7     12.38798        1079
## 806       SawyerW     2Story      IR1           8     12.38631        1128
## 816       SawyerW     2Story      Reg           7     12.50432        1168
## 817       SawyerW     2Story      Reg           7     12.50432        1168
## 818       SawyerW     2Story      Reg           7     12.50432        1168
## 820       CollgCr     1Story      Reg           8     12.60149        1705
## 821       CollgCr     1Story      IR1           8     12.59640        1622
## 823       CollgCr     1Story      Reg           8     12.38798        1468
## 824       CollgCr     2Story      IR1           8     12.26434         866
## 825       CollgCr     1Story      IR1           8     12.51539        1838
## 826       CollgCr     1Story      IR1           9     12.38422        1800
## 828       CollgCr     1Story      Reg           7     12.20607        1282
## 829       CollgCr     1Story      IR1           8     12.30953        1254
## 830       CollgCr     1Story      Reg           7     12.17819        1232
## 831       CollgCr     1Story      Reg           8     12.37582        1498
## 832       CollgCr     2Story      IR1           6     12.06105         704
## 833       SawyerW       SLvl      Reg           7     12.52453        1518
## 834       ClearCr     2Story      IR1           7     12.36094        1449
## 836       CollgCr     1Story      IR2           5     11.93164        1040
## 837       CollgCr     1Story      Reg           5     11.87060         990
## 838       CollgCr     2Story      IR1           6     12.35234         928
## 839       CollgCr     2Story      IR2           7     12.26434         799
## 840       CollgCr     1Story      IR2           7     12.24047        1463
## 841       CollgCr     1Story      Reg           5     11.88449        1097
## 842       CollgCr     1Story      Reg           5     11.83501         990
## 843       CollgCr     2Story      Reg           7     12.19552         866
## 844       CollgCr     1Story      IR1           7     12.22588        1490
## 845       CollgCr     1Story      IR1           7     12.16525        1431
## 846       CollgCr     2Story      Reg           6     12.20607         928
## 847       CollgCr     2Story      IR1           7     12.18075         831
## 848       CollgCr     1Story      IR1           7     12.33271        1573
## 849       CollgCr     2Story      Reg           7     12.34583         944
## 850       CollgCr     1Story      IR2           7     12.13940        1413
## 851       CollgCr     1Story      IR1           7     12.22096        1431
## 852       CollgCr     1Story      Reg           7     12.21106        1492
## 853       CollgCr     1Story      Reg           5     11.72804        1040
## 854       CollgCr     1Story      IR1           5     11.84940         907
## 855       CollgCr     1Story      IR1           5     11.81229         914
## 856       CollgCr     1Story      IR1           5     11.92172        1040
## 857       CollgCr     1Story      IR1           5     11.82408         864
## 858       CollgCr     1Story      IR1           5     11.87409        1268
## 859       CollgCr     1Story      IR1           5     11.80186         864
## 860       CollgCr     1Story      Reg           5     11.71994         894
## 861       CollgCr     SFoyer      Reg           5     11.80485         768
## 862       CollgCr     SFoyer      Reg           5     11.79810         768
## 863       CollgCr     1Story      Reg           7     12.42922        1569
## 864       CollgCr     2Story      IR1           8     12.44804        1068
## 865       CollgCr     1Story      Reg           8     12.37370        1753
## 866       CollgCr     2Story      Reg           8     12.47419        1299
## 867       CollgCr     2Story      Reg           9     12.65396        1440
## 868       CollgCr     2Story      Reg           7     12.19854         840
## 869       CollgCr     2Story      Reg           7     12.25961         944
## 870       CollgCr     1Story      Reg           8     12.30138        1462
## 871       CollgCr     1Story      Reg           7     12.22096        1504
## 872       CollgCr     1Story      Reg           8     12.54076        1822
## 873       CollgCr     1Story      Reg           7     12.25486        1417
## 874       CollgCr     2Story      Reg           7     12.29911        1057
## 875       CollgCr     2Story      Reg           7     12.16003         880
## 876       CollgCr     1Story      Reg           7     12.08954        1212
## 877       CollgCr     1Story      Reg           7     12.26905        1630
## 878       CollgCr     1Story      Reg           6     11.87757         848
## 879       CollgCr     1Story      Reg           6     11.84940         848
## 880       CollgCr     1Story      Reg           8     12.58861        1578
## 881       CollgCr     2Story      IR1           7     12.15478         864
## 882       CollgCr     1Story      Reg           7     12.15478        1500
## 883       CollgCr     2Story      Reg           6     12.06393         738
## 884       CollgCr     2Story      Reg           6     12.04355         608
## 885       Edwards     1Story      Reg           4     11.58989           0
## 886       Edwards     1Story      Reg           5     12.02575        1486
## 887       Edwards     1Story      Reg           4     11.51293         816
## 888       Edwards     SFoyer      Reg           7     12.19854           0
## 889       Edwards     2Story      IR1           6     11.97980         690
## 892       Edwards     1Story      IR1           9     12.67608        1698
## 893       Edwards     SFoyer      Reg           6     11.88793         547
## 894       Edwards     1Story      Reg           5     11.67844         698
## 895       Edwards     1Story      Reg           4     11.35041         876
## 898       Edwards     1Story      Reg           5     11.51192         864
## 900       Edwards     1Story      Reg           5     11.69441        1678
## 903       Edwards     1.5Fin      Reg           6     11.60824         684
## 904       Edwards     1.5Fin      Reg           5     11.71178         720
## 909         SWISU     1.5Fin      Reg           6     11.84582         778
## 911         SWISU     2Story      Reg           6     11.56172         583
## 913       Crawfor     1Story      Reg           6     11.90158         816
## 914         SWISU     1.5Fin      Reg           6     11.83102         976
## 915         SWISU     2Story      Reg           7     11.95118         560
## 916       Crawfor     1.5Fin      Reg           6     12.08391         896
## 917         SWISU     1.5Fin      Reg           7     11.88449         861
## 918       Crawfor     2Story      Reg           7     11.82774         600
## 919       Crawfor     2Story      Reg           7     12.36308        1276
## 921       Crawfor     2Story      IR1           6     12.08673         771
## 923       Crawfor     1Story      IR1           5     11.95118        1273
## 925       Crawfor     1.5Fin      IR1           5     11.95054         731
## 927       Crawfor     1Story      Reg           5     11.88311        1112
## 928       Crawfor     2Story      Reg           7     12.06968         704
## 929       Crawfor     1Story      IR1           6     12.17045        1561
## 931       Crawfor     1Story      Reg           6     11.97351        1092
## 932       Crawfor     1Story      Reg           6     12.31940        1310
## 933       Blueste     2Story      Reg           6     11.65269         516
## 934       Blueste     2Story      Reg           6     11.82774         561
## 935       Blueste     2Story      Reg           6     11.70355         561
## 936       Blueste     2Story      Reg           6     11.72804         561
## 937       Crawfor       SLvl      IR1           6     12.24529         572
## 939       Crawfor     1Story      IR1           6     12.31043         880
## 940        IDOTRR     2Story      Reg           5     11.89819         672
## 941        IDOTRR     2Story      Reg           5     11.71994         760
## 942        IDOTRR     2Story      Reg           5     11.26446         596
## 947       Mitchel     2Story      Reg           8     12.43321        1107
## 949       Mitchel     1Story      IR1           7     12.38839        1710
## 950       Mitchel     2Story      IR1           6     12.27839         804
## 951       Mitchel     SFoyer      Reg           6     11.96049         902
## 952       Mitchel     SFoyer      Reg           6     12.06105         957
## 953       Mitchel     1.5Fin      Reg           5     11.74404           0
## 954       Mitchel       SLvl      IR1           7     12.06105        1188
## 958        Timber     1Story      IR1           9     12.66191        1620
## 961        Timber     1Story      IR1           9     12.66508        1641
## 962        Timber     1Story      IR1           8     12.21106        1466
## 963        Timber     1Story      IR1           6     12.07254        1392
## 964        Timber     2Story      IR1           6     12.22588         712
## 966        Timber     1Story      IR1           8     12.30138        1267
## 968        Timber     1Story      Reg           9     12.66033        1838
## 970       Mitchel     1Story      IR1           5     11.84582        1008
## 972       Mitchel     1Story      Reg           6     11.99535        1204
## 973       Mitchel     1Story      Reg           6     12.01370        1224
## 974       MeadowV       SLvl      Reg           4     11.41861         462
## 975       Mitchel     1Story      Reg           5     11.77529         864
## 976       MeadowV     SFoyer      Reg           4     11.36210         630
## 977       Mitchel     1Story      IR1           5     11.98293        1188
## 978       MeadowV     SFoyer      Reg           4     11.28978         630
## 979       MeadowV     2Story      Reg           4     11.48247         546
## 980       MeadowV     2Story      Reg           4     11.38509         546
## 981       Mitchel     SFoyer      IR1           5     11.78980         796
## 982       Mitchel       SLvl      Reg           6     11.78486         384
## 983       Mitchel     SFoyer      IR1           5     12.01673        1097
## 984       Mitchel     1Story      IR1           5     11.62625         833
## 985       Mitchel     SFoyer      Reg           5     11.91170         828
## 986       Mitchel     1.5Fin      IR1           5     11.87060         796
## 987       Mitchel     2Story      Reg           5     11.77529         624
## 988       Mitchel     1Story      IR1           6     12.18587        1567
## 989       Mitchel     2Story      IR1           5     12.06105         784
## 991         NAmes     1Story      IR1           6     12.37792        1205
## 992         NAmes     2Story      Reg           6     12.23999         952
## 993       Gilbert     2Story      IR1           6     12.14153         926
## 994       Gilbert     2Story      Reg           6     12.01370         680
## 995       Gilbert     2Story      IR1           6     12.18332         926
## 996       Gilbert     2Story      IR1           6     12.16525         943
## 997       Gilbert     2Story      IR2           6     12.06105         916
## 998       Gilbert     1Story      IR1           5     12.08898        1348
## 999       Gilbert     2Story      IR2           7     12.07254         729
## 1000      StoneBr     1Story      Reg           8     12.56375        1593
## 1002      StoneBr     1Story      IR1           8     12.10071        1337
## 1003      StoneBr     1Story      IR1           8     12.10071        1280
## 1004      Gilbert     2Story      IR1           6     12.10625         926
## 1005      Gilbert     2Story      IR1           6     12.11724         932
## 1006      Gilbert     2Story      Reg           6     12.14420         773
## 1007      Gilbert     2Story      IR1           7     12.17819         712
## 1008      Gilbert     2Story      Reg           6     12.12811         836
## 1009      StoneBr     1Story      IR1           8     12.14950        1228
## 1010      StoneBr     1Story      IR1           8     12.14685        1337
## 1011      StoneBr     2Story      IR1           8     12.77987        1168
## 1012      StoneBr     2Story      IR1           9     12.69158        1122
## 1016      Gilbert     1Story      IR1           6     11.79810        1488
## 1017       NWAmes     2Story      IR1           7     12.27839         791
## 1018       NWAmes     1Story      IR1           7     12.33050        1675
## 1019       NWAmes     1Story      IR1           6     12.07539        1422
## 1020       NWAmes     1Story      IR1           7     12.11121        1260
## 1021       NWAmes     1Story      IR1           7     12.36734        2048
## 1022       NWAmes     1Story      Reg           7     12.30138        1782
## 1023       NWAmes     2Story      IR1           6     12.51356        1330
## 1024       NWAmes     1Story      Reg           6     11.98916        1211
## 1027       NWAmes     2Story      Reg           5     11.89751         720
## 1030       NWAmes     1Story      Reg           6     11.98230        1444
## 1031       NWAmes     2Story      Reg           7     12.23077         803
## 1032       NWAmes     1Story      Reg           5     11.96400        1176
## 1033       NWAmes     2Story      IR1           8     12.63134        1236
## 1034        NAmes     2Story      Reg           5     11.79810         896
## 1035        NAmes     1Story      Reg           6     11.92504        1054
## 1036        NAmes     1Story      Reg           4     11.62536         936
## 1037        NAmes     1Story      Reg           5     11.71994         864
## 1038        NAmes     1Story      IR1           4     11.61954         864
## 1040       BrDale     2Story      Reg           6     11.54636         483
## 1041       BrDale     2Story      Reg           6     11.51293         483
## 1042       BrDale     2Story      Reg           6     11.51791         483
## 1043       BrDale     2Story      Reg           6     11.57119         483
## 1045       BrDale     2Story      Reg           6     11.40199         483
## 1046       BrDale     2Story      Reg           5     11.62402         630
## 1048      NPkVill     2Story      Reg           6     11.87060         855
## 1049      NPkVill     1Story      Reg           7     11.90834        1055
## 1050        NAmes     1Story      Reg           5     11.60824         864
## 1062      NridgHt     2Story      Reg           8     12.42922         948
## 1063      NridgHt     2Story      IR1           8     12.66350        1148
## 1066      NridgHt     2Story      Reg           7     12.55673         998
## 1067      NridgHt     1Story      IR1           8     12.55673        1603
## 1072      NridgHt     1Story      IR3           7     12.16525        1367
## 1073      NridgHt     1Story      IR1           8     12.52088        1518
## 1074      NridgHt     1Story      IR1           9     12.49125        1684
## 1076      NridgHt     1Story      Reg           8     12.36414        1342
## 1077      NridgHt     1Story      Reg           8     12.29911        1342
## 1078      NridgHt     2Story      Reg           7     11.95118         764
## 1079      NridgHt     2Story      Reg           7     11.94471         764
## 1080      NridgHt     1Story      Reg           7     12.24047        1358
## 1081      Blmngtn     1Story      Reg           7     12.18075        1415
## 1082      Blmngtn     1Story      Reg           7     12.30134        1393
## 1083      Blmngtn     1Story      Reg           7     12.16003        1346
## 1084      Blmngtn     1Story      Reg           7     11.98227        1266
## 1086      Gilbert     2Story      IR1           6     12.09514         789
## 1087      Gilbert     2Story      IR1           6     12.17045         839
## 1088      Gilbert       SLvl      IR1           7     12.15478         856
## 1089      Gilbert     2Story      IR1           6     12.07824         728
## 1090      Gilbert     2Story      IR1           7     12.14420         840
## 1091      Gilbert     2Story      IR1           7     12.26905         847
## 1093      Gilbert     2Story      IR1           6     12.13619         936
## 1094      Gilbert     2Story      IR1           7     12.33160         982
## 1095      Gilbert     2Story      IR1           7     12.12269         788
## 1096      Gilbert     2Story      Reg           7     12.07824         707
## 1097      Gilbert     2Story      IR1           7     12.32386        1037
## 1098      Gilbert     2Story      IR1           7     12.13296         831
## 1099      NoRidge     2.5Unf      Reg           8     12.55849        1173
## 1100      NoRidge     2Story      Reg           8     12.66033        1470
## 1101      NoRidge     2Story      IR1           8     12.42922        1145
## 1102      NoRidge     2Story      Reg           9     12.58108        1519
## 1104      NoRidge     2Story      IR1           7     12.54076        1064
## 1105      NoRidge     2Story      IR1           8     12.57764        1242
## 1108      NoRidge     2Story      Reg           7     12.56898        1080
## 1109      NoRidge     2Story      IR1           7     12.50987        1223
## 1110      NoRidge     1Story      IR1           8     12.61653        1986
## 1112      Somerst     2Story      IR1           6     12.27373         894
## 1113      Somerst     1Story      IR1           8     12.35449        1574
## 1114      Somerst     1Story      IR1           7     12.38839        1578
## 1116      Somerst     1Story      Reg           8     12.40901        1563
## 1118      Somerst     2Story      Reg           8     12.45683        1341
## 1120      Somerst     1Story      Reg           8     12.41714        1460
## 1124      Somerst     2Story      Reg           7     12.33138         866
## 1125      Somerst     2Story      Reg           8     12.42922        1053
## 1126      Somerst     2Story      Reg           7     12.42922        1026
## 1128      Somerst     2Story      Reg           7     12.23539         813
## 1129      Somerst     1Story      Reg           8     12.45293        1660
## 1131      Somerst     2Story      IR1           6     12.24289         864
## 1132      SawyerW     1Story      Reg           7     11.85652        1080
## 1133      SawyerW     2Story      Reg           6     12.14420         835
## 1134      SawyerW     2Story      Reg           7     12.16785         835
## 1135      SawyerW     1Story      Reg           6     11.89136        1175
## 1136      SawyerW     1Story      Reg           5     11.97666        1114
## 1137      SawyerW     1Story      Reg           6     11.95118        1114
## 1138      SawyerW     2Story      IR1           6     12.06105         798
## 1139      SawyerW     1Story      Reg           7     12.04355        1162
## 1140      SawyerW     2Story      IR1           6     12.11176         754
## 1141      SawyerW     2Story      IR1           6     12.00151         886
## 1142      SawyerW     1Story      Reg           6     12.17303        1408
## 1143      SawyerW     2Story      IR2           7     12.14950         832
## 1144      SawyerW     2Story      Reg           6     12.15741         827
## 1145      SawyerW     2Story      Reg           7     12.07254         836
## 1146      SawyerW     1Story      Reg           6     12.09626        1278
## 1147      SawyerW     2Story      IR1           6     12.13886         832
## 1148      SawyerW     1Story      Reg           6     12.17045        1604
## 1149      SawyerW     1Story      Reg           6     11.94406        1199
## 1150       Sawyer     1Story      Reg           5     11.75979         984
## 1151       Sawyer     1Story      IR2           5     11.87757         912
## 1152       Sawyer     1Story      Reg           5     11.81303         864
## 1153       Sawyer     1Story      Reg           5     11.65269         890
## 1155       Sawyer     1Story      IR1           6     11.86358         912
## 1156      Veenker     1Story      Reg           6     12.16525        1430
## 1157       Sawyer     1.5Fin      Reg           5     11.84940        1001
## 1158      NoRidge     2Story      IR1           6     12.57764         930
## 1159      NoRidge     1.5Fin      Reg           9     12.82799        1848
## 1160      Somerst     1Story      IR2           7     12.18587        1391
## 1161      Somerst     2Story      IR1           7     12.05467         625
## 1162      Somerst     1Story      IR1           7     12.08954        1235
## 1163      Somerst     2Story      Reg           6     12.01370         600
## 1166      Somerst     2Story      Reg           7     12.09737         744
## 1167      Somerst     2Story      Reg           6     12.06047         744
## 1168      Somerst     1Story      IR1           9     12.61154        1614
## 1169      Somerst     1Story      IR1           9     12.56024        1310
## 1170      Somerst     1Story      IR1           9     12.57764        1419
## 1171      Somerst     1Story      IR1           9     12.62807        1557
## 1173      Somerst     2Story      Reg           7     11.98293         600
## 1174      Somerst       SLvl      Reg           7     12.04355         672
## 1175      Somerst     2Story      IR1           7     12.31493         858
## 1177      Somerst     2Story      Reg           8     12.20607         960
## 1178      Somerst     2Story      IR1          10     12.75130         970
## 1179      Veenker     1Story      IR2           8     12.41105        1260
## 1180      Veenker     1Story      IR2           8     12.28995        1230
## 1182      Veenker     1Story      IR1           6     11.99843        1232
## 1184      Veenker     1Story      Reg           8     12.57764        1426
## 1185      Somerst     2Story      Reg           7     12.23077         952
## 1186       NWAmes     1Story      Reg           7     12.06681        1304
## 1187       NWAmes       SLvl      IR1           6     12.11724        1427
## 1188       NWAmes     1Story      Reg           6     11.91839        1740
## 1190       NWAmes     1Story      IR1           7     12.27839        1620
## 1191       NWAmes     1Story      Reg           5     11.85296        1625
## 1192       NWAmes     2Story      Reg           6     12.38839        1522
## 1193        NAmes     2Story      Reg           5     11.85652         732
## 1194        NAmes     1Story      Reg           5     11.89819         912
## 1195        NAmes     1Story      Reg           5     11.81303         912
## 1196        NAmes     1Story      IR1           5     11.88449        1728
## 1197        NAmes     1Story      IR1           5     11.86780        1728
## 1198       NWAmes     1Story      IR1           5     11.81303        1656
## 1199       NWAmes     2Story      IR1           7     12.04355         825
## 1200       NWAmes     2Story      IR1           8     12.61087        1142
## 1201       NWAmes     2Story      Reg           6     12.12811         901
## 1202       NWAmes     2Story      Reg           6     12.06105         800
## 1203        NAmes     SFoyer      IR1           7     12.09178         944
## 1204       NWAmes     2Story      Reg           7     12.07824         832
## 1205        NAmes     1Story      IR1           5     11.49272           0
## 1206        NAmes     1Story      IR1           4     11.59918         907
## 1207        NAmes     1Story      IR1           4     11.81857         952
## 1208        NAmes     1Story      Reg           5     11.95118        1120
## 1209        NAmes     1Story      IR1           6     12.10349        1425
## 1210        NAmes       SLvl      Reg           6     12.07197        1127
## 1211        NAmes     1Story      Reg           6     11.84940        1136
## 1212        NAmes     1Story      Reg           6     11.88449        1092
## 1213        NAmes       SLvl      Reg           5     12.10016        1219
## 1214        NAmes       SLvl      Reg           6     12.03469        1248
## 1216        NAmes     1Story      IR1           5     11.88793        1053
## 1217        NAmes     1Story      IR1           6     11.86358        1252
## 1218        NAmes     1Story      IR1           4     11.85652        1100
## 1219        NAmes     1Story      IR1           5     11.93819        1118
## 1220      BrkSide     1Story      IR1           3     11.19134           0
## 1222      BrkSide     1.5Unf      Reg           5     11.67844         991
## 1223      BrkSide     2Story      IR1           4     11.37366         348
## 1224        NAmes     1Story      Reg           5     11.86005        1296
## 1226        NAmes     1Story      Reg           5     11.86005         572
## 1227        NAmes       SLvl      Reg           6     12.01673         992
## 1228        NAmes     1Story      Reg           5     11.63426        1036
## 1229        NAmes     2Story      IR1           7     12.21503         864
## 1230        NAmes     1Story      IR1           6     12.00151        1362
## 1231        NAmes     1Story      Reg           5     11.84904        1144
## 1233        NAmes       SLvl      IR1           6     12.01370        1099
## 1234        NAmes     2Story      Reg           6     12.33271        1104
## 1235        NAmes     1Story      IR1           5     11.81303        1098
## 1236        NAmes     1Story      Reg           5     11.72804        1144
## 1237        NAmes     1Story      Reg           5     11.84940         931
## 1238        NAmes     1Story      Reg           5     11.82408        1176
## 1239        NAmes     1Story      Reg           5     12.12811        1248
## 1240        NAmes     1Story      Reg           6     12.00151        1261
## 1241        NAmes     1Story      IR1           6     12.02455        1395
## 1242        NAmes     1Story      Reg           6     11.84223        1196
## 1243        NAmes     1Story      IR1           6     12.01974        1392
## 1244        NAmes     1Story      Reg           6     11.82041        1080
## 1245        NAmes     1Story      Reg           5     11.79810        1104
## 1246        NAmes     1Story      Reg           5     11.66135         720
## 1247        NAmes     1Story      IR1           5     11.83138        1152
## 1248        NAmes     1Story      Reg           5     11.77529         984
## 1249        NAmes     1Story      Reg           6     12.10071         998
## 1254        NAmes     1Story      Reg           5     11.89136        1824
## 1255      OldTown     1Story      Reg           4     11.40645           0
## 1256      OldTown     1.5Fin      Reg           5     11.64395         747
## 1257        NAmes     1.5Fin      Reg           5     11.84940         913
## 1258      OldTown     1Story      Reg           4     11.37251         672
## 1259      OldTown     1.5Fin      Reg           5     11.84223         892
## 1260      OldTown     2Story      Reg           4     11.57355           0
## 1261        NAmes     2Story      IR1           6     12.04942         858
## 1262        NAmes     1Story      IR1           5     11.84223         912
## 1263        NAmes     1Story      IR1           7     12.13350        1312
## 1264        NAmes     1Story      IR1           6     11.96400        1253
## 1265        NAmes     1Story      IR1           6     11.90497        1081
## 1266        NAmes     1Story      IR2           7     12.39669         585
## 1267        NAmes     1Story      Reg           5     11.66135         105
## 1271        NAmes     1Story      Reg           5     11.97666        1256
## 1272        NAmes     1Story      Reg           5     11.74324        1027
## 1273        NAmes     1Story      Reg           5     11.95118        1269
## 1274        NAmes     1.5Fin      Reg           6     11.83501         768
## 1275        NAmes     1.5Unf      Reg           6     11.63071         936
## 1276        NAmes     1.5Unf      Reg           6     11.56647         832
## 1277        NAmes     1.5Fin      Reg           6     11.75587         854
## 1279        NAmes     1.5Fin      Reg           5     11.91839         768
## 1280        NAmes     1Story      Reg           5     11.60368         825
## 1281        NAmes     2Story      Reg           6     11.84940         780
## 1282        NAmes     2Story      Reg           6     12.03112         780
## 1283        NAmes     1Story      Reg           5     11.82679        1117
## 1285      OldTown     1Story      IR3           5     11.19821         680
## 1286      OldTown     2Story      Reg           5     11.96718         650
## 1287      OldTown     1.5Fin      Reg           5     11.71668         780
## 1288      OldTown     2Story      Reg           5     11.61729         680
## 1290      OldTown     1Story      Reg           5     11.06664         672
## 1291      OldTown     2.5Unf      Reg           6     11.84582         728
## 1292      OldTown     1.5Fin      Reg           4     11.67844         828
## 1295      OldTown     1.5Fin      Reg           5     11.71382         936
## 1296      OldTown     1Story      Reg           7     11.69525         931
## 1297      OldTown     1.5Fin      Reg           6     11.95118         884
## 1298      OldTown     1Story      Reg           5     11.26446         481
## 1299      OldTown     1.5Fin      Reg           5     11.46163         684
## 1301      OldTown     1Story      Reg           5     11.89819         924
## 1302      OldTown     1.5Fin      Reg           5     11.84940         904
## 1304      OldTown     1Story      Reg           5     11.63071         928
## 1305      OldTown     1Story      Reg           4     11.58896         901
## 1307      OldTown     2.5Fin      Reg           7     12.59473        1470
## 1308      OldTown     2Story      Reg           5     11.84582         797
## 1309      OldTown     1.5Fin      IR1           5     11.94406         876
## 1310      OldTown     2Story      Reg           7     11.79056         624
## 1312      OldTown     1.5Fin      Reg           5     11.64395         346
## 1315      OldTown     2Story      Reg           5     11.77066         572
## 1316      OldTown     2Story      Reg           7     11.98916         689
## 1317      OldTown     1.5Fin      Reg           6     12.00151         482
## 1318      OldTown     2.5Unf      Reg           6     11.75979         742
## 1320      OldTown     1.5Fin      Reg           7     11.66907         572
## 1321      OldTown     2.5Unf      Reg          10     12.69158        1237
## 1324      OldTown     1Story      Reg           5     11.60824         984
## 1325      OldTown     1.5Fin      Reg           5     11.78676        1050
## 1326      OldTown     1Story      Reg           5     11.48247           0
## 1327      OldTown     1Story      Reg           4     11.65703         869
## 1328      BrkSide     1Story      IR1           5     11.83501        1008
## 1330      BrkSide     1Story      Reg           5     11.28351         742
## 1331      BrkSide     1.5Fin      Reg           5     11.93819        1024
## 1332      BrkSide     1.5Unf      Reg           5     11.60368         784
## 1333      BrkSide     1.5Fin      Reg           5     11.72804         672
## 1334      BrkSide     2Story      Reg           6     11.57965         554
## 1335      BrkSide     1.5Fin      Reg           6     12.01309         981
## 1336      BrkSide     1Story      Reg           5     11.68688         949
## 1337      BrkSide     1.5Fin      Reg           6     11.69525         862
## 1338      BrkSide     1.5Fin      Reg           6     11.96400         825
## 1339      BrkSide     1.5Fin      Reg           6     11.56172         739
## 1340      BrkSide     1.5Unf      Reg           6     11.63514         992
## 1341      BrkSide     1.5Fin      IR1           5     11.65269         565
## 1343      BrkSide     1.5Fin      Reg           4     11.71994         704
## 1345      BrkSide     1.5Fin      Reg           5     12.00089        1078
## 1347      OldTown     2Story      Reg           5     11.72400        1100
## 1349      BrkSide     2Story      IR1           6     11.75979         611
## 1350      BrkSide     1Story      IR1           4     11.13459         520
## 1352      BrkSide     1.5Fin      Reg           6     12.24047         833
## 1353      BrkSide     1.5Fin      Reg           7     12.12269        1026
## 1354      BrkSide     1.5Fin      Reg           6     11.99843         810
## 1355      BrkSide     1.5Fin      Reg           5     11.88449         883
## 1356      BrkSide     1Story      Reg           6     11.77529         816
## 1357      OldTown     2.5Unf      Reg           6     11.98293        1242
## 1359      OldTown     1.5Fin      Reg           6     11.75587         796
## 1360       IDOTRR     1Story      IR1           6     11.44945         768
## 1363       IDOTRR     1.5Fin      Reg           5     11.69525         880
## 1364       IDOTRR     1Story      Reg           6     11.75587        1040
## 1365       IDOTRR     1.5Fin      Reg           6     11.75194         768
## 1367      OldTown     1Story      IR1           5     11.73607         825
## 1369       IDOTRR     1Story      Reg           5     11.35041         451
## 1370       IDOTRR     2Story      Reg           3     11.31904         536
## 1371       IDOTRR     1.5Fin      Reg           6     11.81303         756
## 1373       Sawyer     1Story      Reg           5     11.80560         952
## 1374       Sawyer     1.5Fin      Reg           5     11.81303         720
## 1376      Edwards     1.5Fin      Reg           5     11.75587         644
## 1378       Sawyer     1Story      Reg           5     11.77144        1040
## 1379       Sawyer       SLvl      Reg           6     11.96718        1008
## 1381       Sawyer     1Story      IR1           5     11.88449         992
## 1382       Sawyer     1Story      IR1           5     11.77529         894
## 1383       Sawyer     SFoyer      IR1           6     11.93819         450
## 1384       Sawyer     1Story      IR1           5     11.69525        1073
## 1385       Sawyer     SFoyer      IR1           5     11.93164        1060
## 1388       Sawyer     1Story      Reg           5     11.28978        1006
## 1389       Sawyer     1Story      IR1           5     11.91405        1228
## 1390       Sawyer     1Story      Reg           5     11.88380         960
## 1391       Sawyer     1Story      Reg           6     12.12811         988
## 1392       Sawyer     1Story      Reg           5     12.01370        1383
## 1393      ClearCr     1Story      Reg           6     12.36734        1602
## 1395       Sawyer     1Story      Reg           5     11.58989         672
## 1398       Sawyer       SLvl      Reg           5     11.87757         864
## 1399      ClearCr     1Story      Reg           6     12.06105        1291
## 1400      ClearCr     2Story      Reg           7     12.16525        1160
## 1401      ClearCr     1Story      IR1           7     12.40901        1524
## 1404      Edwards       SLvl      IR1           6     12.08391        1019
## 1405      Edwards     1.5Fin      Reg           7     11.74086         570
## 1406      Edwards     1Story      IR1           6     11.95118        1094
## 1407      ClearCr     1.5Fin      IR2           6     12.38839         907
## 1409      Edwards     1.5Fin      Reg           6     12.12811        1163
## 1410      Edwards     2Story      Reg           6     12.36734        1127
## 1411      Edwards     1Story      Reg           5     11.98230        1509
## 1412      Edwards     SFoyer      Reg           5     11.50892         864
## 1413      Edwards     2Story      Reg           6     11.80932         621
## 1414      Edwards     1.5Fin      Reg           5     11.68688         861
## 1415      Edwards     2Story      Reg           5     11.58525        1117
## 1416      Edwards     1Story      Reg           5     11.73607        1164
## 1417      Edwards     1.5Fin      Reg           6     11.27720         572
## 1418      Edwards     1.5Fin      Reg           5     11.46163         616
## 1419      SawyerW     2Story      Reg           7     12.47717        1475
## 1420      SawyerW     2Story      IR3           6     12.46844        1077
## 1421      SawyerW     1Story      Reg           7     12.33050        1602
## 1422      SawyerW     2Story      IR2           7     12.32386         812
## 1423      SawyerW       SLvl      IR1           7     12.34148         672
## 1425      CollgCr     1Story      IR1           8     12.42320        1615
## 1428      SawyerW     2Story      IR2           7     12.33710        1080
## 1429      SawyerW       SLvl      IR2           8     12.32386        1401
## 1430      ClearCr     1Story      IR1           6     12.18075        1182
## 1431      ClearCr     2Story      IR1           6     12.20607         616
## 1432      CollgCr     1Story      Reg           5     11.95118         990
## 1433      CollgCr     1Story      Reg           5     11.87757        1099
## 1434      CollgCr     1Story      IR2           5     11.88449         990
## 1435      CollgCr     1Story      IR1           7     12.32829        1418
## 1436      CollgCr     2Story      IR1           6     12.28164         864
## 1437      CollgCr     2Story      IR1           7     12.24289         782
## 1439      CollgCr     2Story      IR1           7     12.14420         880
## 1440      CollgCr     1Story      IR1           7     12.16003        1468
## 1441      CollgCr     1Story      IR1           7     12.30592        1494
## 1442      CollgCr     2Story      Reg           7     12.35234         963
## 1443      CollgCr     2Story      IR1           7     12.36734         928
## 1444      CollgCr     2Story      IR1           7     12.31717         920
## 1445      CollgCr     1Story      IR1           5     11.77721         938
## 1446      CollgCr       SLvl      Reg           5     11.91772         985
## 1447      CollgCr     1Story      IR1           5     11.97035         864
## 1448      CollgCr       SLvl      IR1           6     11.89819         940
## 1451      CollgCr     1Story      IR1           5     11.60824         924
## 1452      CollgCr     1Story      IR1           5     11.75194         864
## 1453      CollgCr     1Story      Reg           5     11.73527         780
## 1454      CollgCr     1Story      Reg           8     12.34583        1777
## 1455      CollgCr     2Story      Reg           8     12.37582        1128
## 1456      CollgCr     2Story      IR1           7     12.36734         992
## 1457      CollgCr     2Story      Reg           7     12.34801        1257
## 1458      CollgCr     2Story      IR1           8     12.34583        1004
## 1459      CollgCr     2Story      IR1           7     12.31268        1153
## 1460      CollgCr     2Story      Reg           8     12.56724        1055
## 1461      CollgCr     2Story      IR1           9     12.52088        1357
## 1462      CollgCr     1Story      IR2           8     12.61154        1778
## 1463      CollgCr     2Story      Reg           8     12.45254        1128
## 1464      CollgCr     2Story      Reg           7     12.32341         884
## 1465      CollgCr     2Story      IR2           7     12.38839        1129
## 1466      CollgCr     2Story      IR1           7     12.11724         798
## 1467      CollgCr     2Story      IR1           8     12.24047         850
## 1468      CollgCr     2Story      Reg           7     12.25486         915
## 1469      CollgCr     1Story      Reg           6     11.82408         848
## 1470      CollgCr     1Story      Reg           6     11.88449         848
## 1471      CollgCr     1Story      Reg           6     12.24961        1478
## 1473      CollgCr     1Story      Reg           7     12.27373        1536
## 1474      CollgCr     2Story      Reg           7     12.24769         856
## 1475      CollgCr     1Story      Reg           7     12.13619        1445
## 1476      CollgCr     1Story      Reg           7     12.25486        1436
## 1477      CollgCr     2Story      Reg           7     12.13296         770
## 1478      CollgCr     1Story      Reg           8     12.10016        1234
## 1479      CollgCr     1Story      Reg           7     12.29608        1564
## 1480      CollgCr     1Story      Reg           7     12.17045        1351
## 1481      CollgCr     2Story      Reg           7     12.14950         728
## 1482      CollgCr     1Story      Reg           6     11.91371         848
## 1483      CollgCr     1Story      Reg           6     11.85652         848
## 1484      CollgCr     1Story      Reg           6     11.91170         848
## 1485      CollgCr     1Story      Reg           6     11.88103         848
## 1486      Edwards     1Story      Reg           5     11.35041         796
## 1487      Edwards     1.5Fin      Reg           5     11.89068        1272
## 1489      Edwards     1Story      Reg           5     11.90158        1256
## 1490      Edwards     SFoyer      Reg           5     12.01370         456
## 1491      Edwards     1Story      Reg           6     11.81303        1127
## 1492      Edwards     1Story      Reg           5     11.58989         996
## 1493      Edwards     SFoyer      Reg           4     11.83138        1138
## 1494      Edwards     2Story      Reg           7     12.01612         746
## 1495      Edwards       SLvl      IR1           6     11.89819        1029
## 1496      Edwards     2Story      Reg           6     11.98605         684
## 1500      Edwards       SLvl      Reg           6     11.90497         547
## 1501      Edwards     1Story      Reg           4     11.31447           0
## 1502      Edwards     1Story      Reg           4     11.31447           0
## 1503      Edwards     1Story      Reg           4     11.67844        1440
## 1504      Edwards     1Story      Reg           4     11.32055           0
## 1505      Edwards     1Story      Reg           4     11.42846         784
## 1506      Edwards     1.5Fin      Reg           5     11.69525         585
## 1508      Edwards     1Story      Reg           4     11.50288         911
## 1509      Edwards     1.5Fin      Reg           5     11.77913         768
## 1510      Edwards     1.5Fin      Reg           4     11.81303         941
## 1511      Edwards     1.5Fin      IR1           5     11.81673         816
## 1513      Edwards     1.5Fin      Reg           4     11.58989         949
## 1514      Edwards     1Story      Reg           5     11.49272         864
## 1515      Edwards     1Story      Reg           3     11.11245         864
## 1516        SWISU     2Story      Reg           5     11.81967         780
## 1517        SWISU     2Story      IR1           6     11.84940         672
## 1518        SWISU     2.5Fin      Reg           5     12.09793         720
## 1519        SWISU     1.5Fin      Reg           6     11.82408        1181
## 1520        SWISU     1Story      Reg           7     12.03172        1228
## 1522        SWISU     2Story      Reg           5     12.14950         612
## 1524      Crawfor     2Story      Reg           6     11.88449         644
## 1526      Crawfor     2Story      Reg           6     12.08391         840
## 1527      Crawfor     1.5Fin      Reg           6     11.90158         676
## 1528        SWISU     1Story      Reg           6     11.41861         768
## 1529      Crawfor     2Story      Reg           8     12.35017         798
## 1531      Crawfor     2Story      IR1           6     11.83501         784
## 1532      Crawfor     2Story      Reg           7     11.91170         776
## 1533      Crawfor     2Story      IR1           6     12.14791         715
## 1535      Crawfor     1.5Fin      IR1           5     11.60824         884
## 1536      Crawfor     1Story      IR1           6     11.55215        1091
## 1540      Crawfor     1.5Fin      Reg           7     12.48143         832
## 1542      Crawfor     1Story      IR1           6     12.31940        1296
## 1543      Blueste     2Story      Reg           6     11.66565         516
## 1544      Blueste     2Story      Reg           6     11.92504         716
## 1545       IDOTRR     1Story      Reg           6     11.74404         894
## 1546       IDOTRR     1.5Fin      Reg           6     11.69525         720
## 1547       IDOTRR     1Story      Reg           4     10.91509         796
## 1548       IDOTRR     1Story      Reg           6     11.69941         816
## 1549       IDOTRR     1Story      Reg           5     11.69941         740
## 1550       IDOTRR     1.5Fin      Reg           5     11.68688         780
## 1552       IDOTRR     1Story      Reg           5     11.50791         520
## 1553       IDOTRR     1.5Fin      Reg           5     12.01673        1151
## 1562      Crawfor     1Story      IR1           7     12.42922        1594
## 1563      Crawfor     1Story      IR1           8     12.52453        1594
## 1564      Mitchel     1Story      IR2           7     12.61154        1840
## 1565      Mitchel     1Story      IR1           8     12.50987        1568
## 1566      Mitchel     2Story      Reg           7     12.26905         910
## 1567      Mitchel       SLvl      Reg           6     12.04942        1096
## 1568      Mitchel     1Story      Reg           6     12.05234        1196
## 1572       Timber     1Story      IR1           7     12.39462        1277
## 1574       Timber     1Story      IR1           8     12.59134        1518
## 1577       Timber       SLvl      Reg           5     12.05815         352
## 1578       Timber       SLvl      Reg           5     12.02874         384
## 1580       Timber     1Story      IR1           6     11.91839        1495
## 1582       Timber     1Story      Reg           6     12.10071        1256
## 1584       Timber     1Story      IR1           8     12.35665        1432
## 1585       Timber     1Story      IR1           6     12.18075        1666
## 1586       Timber     2Story      Reg           8     12.62807        1482
## 1587       Timber     1Story      IR1           8     12.60737        1884
## 1592      Mitchel     1Story      Reg           6     11.98605        1189
## 1594      MeadowV     1Story      Reg           5     11.72804        1040
## 1595      MeadowV     2Story      Reg           5     11.65269         264
## 1596      MeadowV     2Story      Reg           5     11.77144         550
## 1597      MeadowV     SFoyer      Reg           4     11.56172         526
## 1598      MeadowV       SLvl      Reg           4     11.46058         462
## 1599      Mitchel     1Story      IR1           5     11.93492        1113
## 1600      MeadowV     2Story      Reg           6     11.49272         546
## 1601      MeadowV     SFoyer      Reg           4     11.30220         630
## 1602      Mitchel     1Story      Reg           5     11.63514         988
## 1603      Mitchel     1Story      Reg           5     11.76368         816
## 1604      Mitchel     1Story      IR1           5     11.69107         876
## 1605      Mitchel     1Story      Reg           5     11.77913         816
## 1606      Mitchel     1Story      Reg           5     11.83501         816
## 1607      Mitchel     1Story      Reg           5     11.80932         845
## 1609      Mitchel     1Story      Reg           5     11.83138         864
## 1612        NAmes     1Story      Reg           6     12.02754        1587
## 1613        NAmes     1Story      Reg           7     12.02575        1277
## 1614        NAmes     1Story      IR1           7     12.40492        2223
## 1615        NAmes     1Story      IR1           8     12.49874        2217
## 1616      Gilbert     2Story      IR1           7     12.32386         847
## 1617      Gilbert     2Story      IR1           6     12.03172         806
## 1618      Gilbert     2Story      IR2           6     12.08391         794
## 1619      Gilbert     2Story      IR1           6     12.03765         916
## 1620      Gilbert       SLvl      IR1           6     11.99226         384
## 1621      StoneBr     1Story      Reg           8     12.43321        1494
## 1622      Gilbert       SLvl      IR1           6     11.98293         392
## 1624      Gilbert     2Story      Reg           7     12.09374         691
## 1625      Gilbert     1Story      Reg           7     12.07824        1237
## 1626      Gilbert     2Story      Reg           6     12.22588         938
## 1627      Gilbert     1Story      IR1           7     11.98293        1168
## 1628      Gilbert       SLvl      IR1           7     11.98293         384
## 1629      Gilbert       SLvl      IR1           7     12.00701         384
## 1630      Gilbert     2Story      IR1           6     12.03172         903
## 1632      StoneBr     1Story      Reg           8     12.04355        1074
## 1634      StoneBr     1Story      IR1           8     12.11176        1166
## 1635      StoneBr     1Story      IR1           8     12.26434        1312
## 1637      StoneBr     2Story      IR1           8     12.76359        1149
## 1644       NWAmes     1Story      IR1           6     12.11669        1440
## 1647       NWAmes     2Story      Reg           7     12.07824         725
## 1648       NWAmes     1Story      Reg           7     12.26905        1529
## 1649       NWAmes     2Story      IR1           7     12.16525         780
## 1650       NWAmes     2Story      Reg           7     12.15478         808
## 1651       NWAmes     2Story      IR1           6     12.18075         848
## 1652       NWAmes       SLvl      IR1           6     11.90497        1032
## 1653       NWAmes     1Story      Reg           6     11.92834        1153
## 1654       NWAmes       SLvl      Reg           7     12.19096         539
## 1655       NWAmes     1Story      Reg           6     12.16707        1259
## 1657       NWAmes     1Story      IR1           6     12.04355        1625
## 1658       NWAmes     1Story      IR1           5     12.07254        1484
## 1659       NWAmes     2Story      Reg           6     12.07254         702
## 1660       NWAmes     2Story      Reg           7     12.19552         793
## 1661       NWAmes       SLvl      IR1           7     12.06681        1228
## 1662       NWAmes     2Story      Reg           6     12.09458        1084
## 1663        NAmes       SLvl      Reg           5     11.84223         372
## 1664        NAmes     1Story      IR1           6     11.87235         981
## 1665        NAmes     2Story      IR1           7     12.12269         725
## 1667        NAmes     1Story      Reg           5     11.79810         914
## 1668        NAmes     1Story      IR1           5     11.69107         950
## 1669        NAmes     1Story      Reg           4     11.71994         858
## 1670        NAmes     1Story      IR1           4     11.60824         858
## 1671        NAmes     1Story      Reg           4     11.75979         914
## 1672        NAmes     1Story      Reg           4     11.69941         864
## 1673        NAmes     SFoyer      Reg           7     11.79810         723
## 1674        NAmes     1Story      IR1           6     11.95118        1337
## 1675        NAmes     1Story      IR2           6     12.08391        1405
## 1676       BrDale     2Story      Reg           6     11.63956         525
## 1677       BrDale     2Story      Reg           6     11.63514         672
## 1678       BrDale     2Story      Reg           6     11.64132         672
## 1679       BrDale     2Story      Reg           5     11.57119         630
## 1681      NPkVill     1Story      IR1           6     11.75979        1078
## 1682      NPkVill     2Story      Reg           6     11.95118         804
## 1683      NPkVill     1Story      Reg           7     11.86710        1061
## 1684        NAmes     1Story      Reg           5     11.76950         988
## 1698      NridgHt     2Story      Reg           9     12.84793        2153
## 1699      NridgHt     1Story      IR1           8     12.42922        1626
## 1704      NridgHt     2Story      Reg           8     12.66666        1143
## 1708      NridgHt     2Story      IR1           8     12.74257        1706
## 1709      NridgHt     2Story      IR1           8     12.77705        1136
## 1710      NridgHt     2Story      Reg           8     12.76569        1317
## 1711      NridgHt     2Story      Reg           8     12.56024        1181
## 1713      NridgHt     1Story      IR1           7     12.41187        1614
## 1714      NridgHt     1Story      IR1           8     12.35750        1721
## 1716      NridgHt     1Story      IR1           6     12.17922        1362
## 1718      NridgHt     1Story      Reg           6     12.20607        1302
## 1719      NridgHt     1Story      IR1           6     12.24047        1362
## 1720      NridgHt     1Story      Reg           8     12.25248        1554
## 1721      NridgHt     1Story      Reg           8     12.25248        1554
## 1722      NridgHt     1Story      IR1           8     12.21850        1370
## 1723      NridgHt     1Story      IR1           9     12.54254        1577
## 1724      NridgHt     1Story      Reg           9     12.53358        1561
## 1727      NridgHt     1Story      Reg           7     12.20607        1405
## 1729      Gilbert     2Story      Reg           6     12.07824         768
## 1734      Gilbert     1Story      IR1           6     12.22096        1326
## 1744      Blmngtn     1Story      Reg           8     12.33050        1406
## 1746      Gilbert     1Story      IR3           7     12.46458        1530
## 1747      Gilbert       SLvl      IR2           7     12.14685         835
## 1748      Gilbert       SLvl      IR1           7     12.07254         384
## 1749      Gilbert     2Story      IR1           7     12.27839         847
## 1751      Gilbert     2Story      IR1           7     12.11997         840
## 1752      Gilbert       SLvl      IR1           7     12.01673         384
## 1753      Gilbert     2Story      Reg           7     12.25961         847
## 1755      Gilbert     2Story      IR1           7     12.29911         854
## 1756      Gilbert     2Story      Reg           6     12.07254         953
## 1757      Gilbert       SLvl      IR1           7     12.04355         384
## 1758      Gilbert     2Story      Reg           7     11.99535         660
## 1759      Gilbert     2Story      IR1           6     12.13886         915
## 1760      Gilbert     2Story      IR1           6     12.12811         941
## 1763      NoRidge     2Story      Reg           8     12.42118         969
## 1766      NoRidge     2Story      IR1           8     12.68386        1389
## 1767      NoRidge     2Story      Reg           7     12.43718        1066
## 1769      NoRidge     2Story      IR1           7     12.50540        1117
## 1770      NoRidge     2Story      IR1           7     12.66271        1379
## 1772      NoRidge     2Story      IR1           8     12.57764        1318
## 1774      NoRidge     2Story      Reg           8     12.47991        1105
## 1775      NoRidge     2Story      IR1           8     12.70685        1325
## 1778      Somerst     1Story      IR1           9     12.67608        1905
## 1779      Somerst     1Story      IR1           8     12.55293        1485
## 1780      Somerst     1Story      Reg           8     12.27839        1524
## 1782      Somerst     1Story      IR1           8     12.44902        1623
## 1787      Somerst     1Story      Reg           8     12.33271        1588
## 1788      Somerst     1Story      Reg           8     12.46844        1538
## 1790      Somerst     1Story      Reg           7     12.42521        1494
## 1791      Somerst     1Story      Reg           8     12.63460        1686
## 1792      Somerst     2Story      Reg           7     12.42922         982
## 1793      Somerst     2Story      Reg           8     12.30727        1302
## 1798      Somerst     2Story      Reg           8     12.50618        1088
## 1801      Somerst     1Story      Reg           8     12.42802        1656
## 1804      Somerst     1Story      IR1           8     12.44114        1685
## 1806      Somerst     2Story      IR1           8     12.73670        1580
## 1808      SawyerW     1Story      Reg           7     11.89819        1143
## 1809      SawyerW     1Story      Reg           5     11.91170        1094
## 1810      SawyerW     1Story      IR1           7     12.10625        1461
## 1811      SawyerW     2Story      IR1           6     12.21106         928
## 1812      SawyerW     2Story      IR2           6     12.16395         864
## 1813      SawyerW     1Story      Reg           7     12.09514        1349
## 1814      SawyerW     1Story      IR3           7     12.27839        1482
## 1815      SawyerW     1Story      Reg           6     12.09626        1575
## 1816      SawyerW     2Story      Reg           6     11.75979         630
## 1817      SawyerW     SFoyer      IR1           5     11.87757         840
## 1819       Sawyer     1Story      Reg           5     11.70148         894
## 1820       Sawyer     1Story      Reg           5     11.79434         970
## 1821       Sawyer     1Story      Reg           5     11.79056        1057
## 1822       Sawyer     1Story      IR1           5     11.79434         999
## 1823       Sawyer     1Story      Reg           4     11.76757        1040
## 1825       Sawyer     1Story      Reg           5     11.88449        1040
## 1826       Sawyer     1Story      IR1           5     11.76368         988
## 1827       Sawyer     1Story      IR1           5     11.74006         876
## 1828      Veenker     2Story      IR1           7     12.61154        1223
## 1829      Veenker     2Story      IR1           7     12.59134        1192
## 1830       Sawyer     1Story      IR1           5     11.76757        1037
## 1833      NoRidge     2Story      IR1           8     12.61818        1453
## 1835      Somerst     1Story      IR1           8     12.27373        1378
## 1843      Somerst     2Story      Reg           6     12.08108         744
## 1844      Somerst     2Story      Reg           6     12.07824         729
## 1845      Somerst     2Story      Reg           6     12.03469         756
## 1846      Somerst     2Story      Reg           6     12.08391         756
## 1847      Somerst     2Story      Reg           6     12.08391         756
## 1848      Somerst     2Story      IR2           7     11.91036         551
## 1849      Somerst     2Story      Reg           8     12.06681         776
## 1850      Somerst     2Story      IR1           7     12.38422         975
## 1851      Somerst     1Story      IR1           7     12.22588        1339
## 1852      Somerst     2Story      IR1           8     12.61487        1054
## 1853      Somerst     2Story      IR1           8     12.65236        1220
## 1854      Veenker     1Story      IR2           8     12.54147        1494
## 1855      Veenker     1Story      Reg           7     12.44902        2002
## 1856      Veenker       SLvl      IR1           5     12.17561        1360
## 1857      Veenker     1Story      IR1           5     12.29225        1437
## 1858       Greens     1Story      IR1           8     12.27256        1057
## 1859      Veenker       SLvl      Reg           6     12.13886         528
## 1860      Veenker     1Story      Reg           6     12.10901        1262
## 1863      Somerst     2Story      Reg           7     12.32829        1057
## 1864       NWAmes     1Story      Reg           6     11.87374         912
## 1865       NWAmes     2Story      Reg           6     12.38860        1008
## 1866       NWAmes     SFoyer      IR1           6     11.99843         973
## 1867       NWAmes     1Story      Reg           6     12.00762        1295
## 1868       NWAmes     1Story      IR1           7     12.12811        1124
## 1869       NWAmes     1Story      Reg           7     12.14685        1594
## 1870       NWAmes     2Story      Reg           7     12.44902        1148
## 1871       NWAmes     1Story      IR1           5     11.82704        1680
## 1872       NWAmes     1Story      IR1           6     11.97351        1093
## 1873       NWAmes     1Story      Reg           7     12.07539        1242
## 1874       NWAmes     1Story      Reg           6     11.75194        1052
## 1875        NAmes     1Story      Reg           5     11.75194         949
## 1876        NAmes     1Story      IR1           5     11.87060        1214
## 1877        NAmes     1Story      Reg           5     11.95761        1073
## 1879        NAmes     1Story      IR1           5     11.68688        1728
## 1880        NAmes     1Story      IR1           4     11.54248           0
## 1882        NAmes     1Story      IR1           6     11.92834         958
## 1883        NAmes     1Story      IR1           5     11.74800        1065
## 1884        NAmes       SLvl      Reg           6     11.88449         588
## 1885        NAmes     1Story      IR1           5     11.69525         912
## 1887        NAmes     1Story      IR1           5     11.57590           0
## 1888        NAmes     1Story      IR1           5     11.85296         864
## 1889        NAmes     1Story      IR1           5     11.83138         964
## 1890        NAmes     1Story      Reg           5     11.67504         894
## 1891        NAmes     1Story      Reg           7     12.00457        1174
## 1892        NAmes       SLvl      Reg           6     11.98916        1042
## 1894        NAmes     2Story      Reg           6     12.32163         845
## 1895        NAmes     1Story      IR1           6     11.89819        1130
## 1896        NAmes     1Story      Reg           6     12.20607        1592
## 1897        NAmes     1Story      IR1           6     12.11121        1144
## 1898        NAmes     1Story      Reg           5     11.92338        1063
## 1899        NAmes     1Story      Reg           4     11.53077           0
## 1900        NAmes     1Story      IR1           6     11.72804         932
## 1901        NAmes     1.5Unf      Reg           5     11.83863         822
## 1903      BrkSide     1Story      Reg           3     11.07442         666
## 1904      BrkSide     1.5Fin      Reg           3     11.06664         370
## 1905      BrkSide     1Story      Reg           5     11.62625         808
## 1906        NAmes     2Story      Reg           6     12.01370         816
## 1907        NAmes     1Story      Reg           5     11.87757        1078
## 1908        NAmes     2Story      Reg           5     11.82774         928
## 1909        NAmes     1.5Fin      Reg           5     11.56172         768
## 1910        NAmes     2Story      Reg           5     11.89478         728
## 1911        NAmes     1Story      Reg           5     11.74404        1560
## 1912        NAmes     SFoyer      IR1           5     12.07254         793
## 1913        NAmes       SLvl      IR1           6     11.97351        1218
## 1914        NAmes     1Story      Reg           5     11.64833         912
## 1915        NAmes     1.5Fin      Reg           5     11.87757         874
## 1917        NAmes     1Story      Reg           6     11.85652         936
## 1918        NAmes     1Story      IR1           5     11.78295        1008
## 1919        NAmes     1Story      Reg           5     11.86429        1053
## 1920        NAmes     1Story      Reg           5     11.84223        1056
## 1921        NAmes     1Story      Reg           6     11.96972        1442
## 1922        NAmes     1Story      Reg           5     11.84510        1056
## 1923        NAmes     1Story      IR1           6     11.91839        1244
## 1924        NAmes     1Story      Reg           5     11.69525        1144
## 1925        NAmes     1Story      Reg           6     12.07168        1331
## 1926        NAmes     1Story      Reg           5     11.66135         922
## 1927        NAmes     1Story      Reg           5     11.81303        1048
## 1928        NAmes     1Story      IR3           6     12.00457        1657
## 1929        NAmes     1Story      IR1           5     11.77529        1204
## 1930        NAmes     1Story      Reg           5     11.77144        1216
## 1931        NAmes     1Story      Reg           5     11.86358         864
## 1932        NAmes     1Story      Reg           5     11.76446        1560
## 1933        NAmes     1Story      Reg           6     11.73607         948
## 1934        NAmes     1Story      Reg           6     11.82041        1040
## 1935        NAmes     1Story      Reg           5     11.80932        1008
## 1936        NAmes     1Story      Reg           5     11.75194         925
## 1938        NAmes     1.5Fin      Reg           4     11.65269        1190
## 1939        NAmes     1Story      Reg           5     11.66907         923
## 1940        NAmes     1Story      Reg           5     11.79056         928
## 1942      OldTown     1Story      Reg           5     11.63071         924
## 1943      OldTown     1.5Fin      Reg           4     11.83501         925
## 1944        NAmes     1.5Unf      Reg           5     11.81303         845
## 1945        NAmes     1.5Fin      IR1           5     11.95761        1216
## 1947      OldTown     1.5Fin      Reg           5     11.59910         735
## 1948      OldTown     1.5Unf      Reg           4     11.54442         882
## 1950      OldTown     1Story      Reg           4     11.07442         656
## 1951      OldTown     2Story      Reg           5     11.90497         736
## 1953        NAmes       SLvl      IR1           7     12.05525         725
## 1955        NAmes     1Story      IR1           6     11.76368         952
## 1957        NAmes     1.5Fin      Reg           5     11.71913         672
## 1958        NAmes     1Story      Reg           6     11.68856        1082
## 1959        NAmes     1.5Fin      Reg           6     11.87060        1040
## 1960        NAmes     1Story      Reg           5     11.68688         876
## 1962        NAmes     1Story      Reg           5     11.76757         864
## 1963        NAmes     1Story      Reg           5     11.81303        1010
## 1964        NAmes     1Story      Reg           5     11.93164        1040
## 1965        NAmes     1Story      Reg           5     11.84940        1170
## 1966        NAmes     1Story      Reg           5     11.93164        1242
## 1967        NAmes     1Story      Reg           5     11.96081        1377
## 1968        NAmes     1Story      Reg           5     11.85652        1800
## 1969        NAmes     1Story      Reg           5     11.50288           0
## 1970        NAmes     2Story      Reg           6     12.13886         822
## 1971        NAmes     2Story      Reg           5     12.04061         864
## 1972        NAmes     1Story      Reg           5     11.74006         864
## 1973        NAmes     SFoyer      Reg           5     11.77529         896
## 1974      OldTown     1Story      Reg           5     11.54248         850
## 1976      OldTown     1.5Fin      Reg           6     11.75587         845
## 1977      OldTown     1Story      Reg           5     11.40199        1022
## 1978      OldTown     SFoyer      Reg           5     11.84940         936
## 1979      OldTown     1Story      Reg           5     11.51192         967
## 1980      OldTown     1Story      Reg           4     11.51293         641
## 1981      OldTown     1Story      Reg           5     11.77529         808
## 1982      OldTown     1.5Fin      Reg           5     11.81303         680
## 1983      OldTown     1.5Fin      Reg           3     11.69525         649
## 1985      OldTown     1.5Fin      Reg           4     11.35041         570
## 1986      OldTown     1Story      Reg           4     11.59451         960
## 1987      OldTown     2Story      Reg           4     11.82774        1075
## 1988      OldTown     1Story      Reg           5     11.61277         686
## 1989      OldTown     1Story      Reg           5     11.51293         968
## 1990      OldTown     2Story      IR1           8     12.12757         725
## 1992      OldTown     1.5Fin      Reg           5     11.73607         702
## 1993      OldTown     2Story      Reg           5     11.64395         616
## 1995      OldTown     1.5Fin      Reg           6     11.87826         926
## 2000      OldTown     1Story      Reg           6     11.93164        1149
## 2003      OldTown     1.5Fin      Reg           5     11.37366         912
## 2004      OldTown     1Story      Reg           4     11.55694           0
## 2007      BrkSide     1.5Fin      Reg           5     11.76174         910
## 2009      BrkSide     1.5Fin      IR1           6     12.25486        1065
## 2010      BrkSide     1.5Fin      Reg           5     11.81303         728
## 2011      BrkSide     2Story      Reg           6     11.75979         600
## 2012      BrkSide     1.5Fin      Reg           6     11.78295         735
## 2013      BrkSide     1.5Unf      Reg           5     11.63514         884
## 2014      BrkSide     1.5Fin      Reg           6     11.74404         861
## 2015      BrkSide     1.5Fin      Reg           5     11.79056         672
## 2016      BrkSide     1.5Fin      Reg           5     11.78866         966
## 2017      BrkSide     1.5Fin      Reg           5     11.79434         756
## 2018      BrkSide     2Story      Reg           5     11.83138         939
## 2019      BrkSide     1.5Unf      Reg           7     11.79056         832
## 2020      BrkSide     1.5Fin      Reg           6     11.75587         884
## 2021      BrkSide     1Story      Reg           6     11.53273         960
## 2022      OldTown     2Story      Reg           6     12.20607        1100
## 2023      BrkSide     2Story      Reg           6     12.10349         764
## 2024      BrkSide     1.5Fin      Reg           6     12.01370         768
## 2025      BrkSide     1.5Fin      Reg           5     11.40756         750
## 2026      BrkSide     2Story      Reg           6     11.94194         698
## 2027      OldTown     2Story      IR1           7     11.84940         672
## 2029      OldTown     1.5Fin      Reg           5     11.63514         592
## 2030      OldTown     1.5Fin      Reg           5     11.66993         969
## 2031       IDOTRR     1.5Fin      Reg           7     12.04061        1040
## 2032       IDOTRR     1.5Unf      Reg           7     11.84510         637
## 2033       IDOTRR       SLvl      Reg           6     12.21850         741
## 2034       IDOTRR     2Story      Reg           6     11.75194         684
## 2035       IDOTRR     1.5Fin      Reg           6     11.85652         780
## 2036       IDOTRR     2Story      Reg           7     12.26576         976
## 2037       IDOTRR     1.5Fin      Reg           6     11.98916        1138
## 2039       IDOTRR     2.5Unf      Reg           5     11.52288         530
## 2040       IDOTRR     1Story      Reg           4     11.60733        1196
## 2041      OldTown     1.5Fin      IR1           5     11.76368         720
## 2043      OldTown     1.5Unf      IR1           5     11.37366         672
## 2045       Sawyer     2Story      Reg           7     12.29683        1005
## 2047      Edwards     1.5Fin      Reg           5     11.74404         756
## 2048        SWISU     1.5Fin      IR1           5     11.59451         672
## 2049       Sawyer     SFoyer      Reg           5     11.77529         925
## 2051       Sawyer     1Story      Reg           4     11.65616        1005
## 2052       Sawyer     1Story      Reg           4     11.68267        1029
## 2053       Sawyer       SLvl      IR1           5     12.01370         980
## 2054       Sawyer     1Story      IR1           5     11.71994        1040
## 2055       Sawyer     SFoyer      Reg           6     11.76757         814
## 2056       Sawyer     1Story      IR1           5     11.73607         894
## 2057       Sawyer     1Story      IR1           5     11.58989         948
## 2058       Sawyer     1Story      Reg           5     11.69441         768
## 2059       Sawyer     1Story      IR1           5     11.65269         876
## 2060       Sawyer     1Story      IR1           5     11.80932         943
## 2061       Sawyer     1Story      Reg           5     11.75194         955
## 2062       Sawyer     1Story      Reg           5     11.76757         894
## 2063       Sawyer     1Story      Reg           6     11.87409         660
## 2064       Sawyer     1Story      Reg           5     11.76757         912
## 2065       Sawyer     1Story      Reg           5     12.13886        1240
## 2067       Sawyer     1Story      Reg           5     11.62625         816
## 2068       Sawyer     1.5Fin      Reg           7     12.01521         680
## 2069       Sawyer     1Story      Reg           6     11.91839         967
## 2070       Sawyer     1Story      Reg           5     11.82774        1158
## 2073      ClearCr     1Story      Reg           6     12.11176        1190
## 2074      ClearCr     2Story      IR1           6     12.25961        1151
## 2075      Edwards     1Story      IR1           5     12.28303         409
## 2079      Edwards     1Story      Reg           6     12.40082        1202
## 2080      Edwards     1.5Fin      Reg           6     11.94471         988
## 2081        SWISU     1Story      Reg           5     11.67844         864
## 2084      Edwards     1Story      IR1           4     11.36210         528
## 2085      Edwards     1Story      Reg           5     11.77529        1038
## 2086      Edwards     1Story      Reg           5     11.73607        1342
## 2087      Edwards     1.5Fin      Reg           5     11.82408        1080
## 2088      Edwards     1.5Fin      Reg           4     11.47210         951
## 2089      Edwards     1Story      Reg           5     11.69525           0
## 2091      SawyerW     1Story      IR1           7     12.10016         910
## 2092      SawyerW     2Story      Reg           7     12.32386         700
## 2093      SawyerW     2Story      IR1           7     12.61487        1502
## 2094      SawyerW     2Story      IR1           7     12.38003        1104
## 2095      SawyerW     2Story      Reg           7     12.33929         807
## 2096      SawyerW     2Story      Reg           7     12.30138         779
## 2107      CollgCr     1Story      Reg           7     12.17561        1240
## 2109      CollgCr     1Story      IR1           7     12.28765        1546
## 2110      CollgCr     1Story      Reg           8     12.26904        1489
## 2111      CollgCr     1Story      Reg           7     12.07767        1270
## 2112      CollgCr     2Story      Reg           7     12.16003         879
## 2113      CollgCr     1Story      IR1           6     12.08069        1314
## 2114      SawyerW     2Story      IR1           7     12.53177        1157
## 2115      SawyerW     2Story      IR1           7     12.24047         929
## 2117      ClearCr     2Story      IR2           6     12.38839        1580
## 2118      ClearCr     2Story      IR1           6     12.14153         832
## 2119      ClearCr     1Story      IR1           8     12.53897         966
## 2120      CollgCr     1Story      IR2           5     11.84582        1022
## 2121      CollgCr     1Story      Reg           5     11.74404         990
## 2122      CollgCr     1Story      IR2           6     12.08673        1200
## 2123      CollgCr     2Story      IR1           6     12.07254         635
## 2124      CollgCr     2Story      IR1           6     12.25961         794
## 2125      CollgCr     1Story      IR2           5     11.89136         990
## 2126      CollgCr     1Story      IR2           5     11.90429        1097
## 2127      CollgCr     1Story      Reg           4     11.72481         990
## 2128      CollgCr     2Story      IR1           6     12.22955         824
## 2129      CollgCr     2Story      IR2           7     12.36947         988
## 2130      CollgCr     2Story      IR2           7     12.28765         853
## 2131      CollgCr     2Story      IR1           7     12.15767         845
## 2132      CollgCr     2Story      Reg           7     12.28995         985
## 2133      CollgCr     1Story      IR1           7     12.32829        1453
## 2134      CollgCr     2Story      Reg           7     12.10071         840
## 2135      CollgCr     1Story      IR1           5     11.78295         864
## 2136      CollgCr       SLvl      IR1           5     11.94146        1015
## 2137      CollgCr       SLvl      Reg           5     11.98293         995
## 2138      CollgCr     1Story      IR1           5     11.81229        1040
## 2139      CollgCr     1Story      IR1           5     11.77529         876
## 2140      CollgCr     1Story      Reg           5     11.69525         864
## 2141      CollgCr     1Story      Reg           5     11.63071         882
## 2142      CollgCr     1Story      Reg           5     11.71178         969
## 2143      CollgCr     1Story      Reg           5     11.75194         864
## 2144      CollgCr     1Story      Reg           4     11.66993         385
## 2145      CollgCr     1Story      Reg           8     12.63101        2000
## 2146      CollgCr     2Story      Reg           8     12.33929        1284
## 2147      CollgCr     1Story      Reg           7     12.50618        1673
## 2148      CollgCr     1Story      Reg           7     12.16525        1459
## 2149      CollgCr     2Story      Reg           7     12.26905         979
## 2150      CollgCr     2Story      Reg           7     12.20607         860
## 2151      CollgCr     2Story      IR3           8     12.49500        1028
## 2152      CollgCr     1Story      Reg           8     12.33710        1556
## 2153      CollgCr     2Story      Reg           8     12.52453        1531
## 2155      CollgCr     1Story      IR1           9     12.56024        1626
## 2156      CollgCr     2Story      Reg           8     12.38839        1220
## 2157      CollgCr     1Story      Reg           6     11.78676         848
## 2158      CollgCr     1Story      IR2           8     12.41674        1341
## 2159      CollgCr     2Story      Reg           7     12.29911         847
## 2160      CollgCr     1Story      Reg           7     12.12811        1337
## 2162      CollgCr     2Story      IR1           7     12.27139         939
## 2163      CollgCr     1Story      Reg           7     12.09849        1422
## 2164      CollgCr     1Story      Reg           7     12.06393        1169
## 2166      CollgCr     2Story      Reg           7     12.03573         738
## 2167      CollgCr     2Story      IR1           5     12.02575         768
## 2168      Edwards     1Story      Reg           5     11.84940        1214
## 2170      Edwards     1Story      Reg           4     11.60824        1088
## 2171      Edwards     1Story      Reg           4     11.45900         960
## 2172      Edwards     1.5Fin      Reg           5     11.71178         901
## 2174      Edwards     SFoyer      Reg           6     11.68267         816
## 2175      Edwards       SLvl      Reg           6     11.80186         960
## 2176      Edwards     1Story      IR1           6     11.90497        1143
## 2179      Edwards     1Story      Reg           5     11.96400        1090
## 2180      Edwards     2Story      Reg           5     12.05234         734
## 2183      Edwards     SFoyer      Reg           6     11.84940         547
## 2184      Edwards     1Story      Reg           5     11.78866         960
## 2185      Edwards     1Story      Reg           4     11.02679           0
## 2186      Edwards     1Story      Reg           4     11.61729         864
## 2188      Edwards     1Story      Reg           3     11.27720         544
## 2189      Edwards     1.5Fin      Reg           6     11.59451         660
## 2192      Edwards     1Story      Reg           4     11.73607         768
## 2193      Edwards     1Story      Reg           4     11.28068         864
## 2194      Edwards     1Story      Reg           4     11.68688         948
## 2197      Crawfor     2Story      Reg           6     12.01370         602
## 2198      Crawfor     1.5Unf      Reg           5     11.47730         768
## 2199      Crawfor     1Story      Reg           5     11.82408        1290
## 2200      Crawfor     1.5Fin      Reg           6     11.89478         651
## 2201        SWISU     1.5Fin      Reg           5     12.07254         731
## 2202      Crawfor     2Story      Reg           7     11.90834         531
## 2203      Crawfor     2Story      Reg           6     11.86005         585
## 2204      Crawfor     1.5Fin      Reg           7     12.15452         912
## 2205      Crawfor     2Story      Reg           6     11.81303         686
## 2206      Crawfor     2.5Unf      Reg           7     12.00762         918
## 2207      Crawfor     1Story      Reg           5     11.41145         440
## 2208      Crawfor     1.5Fin      Reg           5     11.84223         661
## 2209      Crawfor     1Story      Reg           5     11.69316         920
## 2210      Crawfor     2Story      IR1           6     11.88449         979
## 2211      Crawfor     2Story      Reg           5     11.88449        1001
## 2212      Crawfor     2.5Unf      Reg           7     12.38003         851
## 2214      Crawfor     2Story      IR1           6     12.38422        1370
## 2217      Crawfor     1.5Fin      IR1           6     12.30138         854
## 2218      Crawfor     1.5Fin      IR1           5     11.84940         728
## 2220      Crawfor     2Story      IR1           6     12.46651        1028
## 2221      Crawfor     1Story      Reg           6     12.45877        1477
## 2222      Crawfor     2Story      Reg           7     12.29911         800
## 2224      Crawfor     1Story      IR1           6     12.21106        1560
## 2225      Crawfor     1Story      IR1           6     12.27839        1488
## 2226      Blueste     2Story      Reg           6     11.72723         516
## 2227      Crawfor     1Story      IR2           4     12.04355        1680
## 2228      Blueste     1Story      IR1           8     12.20607        1004
## 2229      Crawfor     1Story      IR1           7     12.19602        1696
## 2231      Crawfor     1Story      IR1           8     12.66033         279
## 2232       IDOTRR     1.5Fin      Reg           5     11.65269         793
## 2233       IDOTRR     1.5Fin      Reg           6     11.85652         720
## 2234       IDOTRR     1.5Unf      Reg           5     11.37366         720
## 2235       IDOTRR     1.5Fin      Reg           5     11.77414         936
## 2236       IDOTRR     1.5Fin      Reg           4     11.51293         732
## 2238       IDOTRR     1Story      Reg           5     11.22791         816
## 2239       IDOTRR     1Story      Reg           6     11.68182        1012
## 2241       IDOTRR     1.5Fin      Reg           5     11.93164         910
## 2247      Crawfor     1Story      IR1           8     12.36734        1573
## 2248      Mitchel     SFoyer      IR1           6     12.11997        1001
## 2249      Mitchel     SFoyer      IR1           6     11.95761         888
## 2250      Mitchel     1Story      Reg           6     11.80560        1084
## 2251      Mitchel     1Story      Reg           5     12.27839        1441
## 2252      Mitchel     1Story      IR1           7     12.40901        1409
## 2253      Mitchel     1Story      IR1           7     12.25486        1454
## 2254      Mitchel       SLvl      IR1           7     11.90497         852
## 2255      Mitchel     SFoyer      IR1           6     11.87060         970
## 2256       Timber     1Story      IR1           7     12.40492        1501
## 2258       Timber     1Story      Reg           5     12.04355        1350
## 2259       Timber     1Story      Reg           6     12.45683         585
## 2262       Timber     1Story      IR1           8     12.49088        1476
## 2265       Timber     1Story      Reg           7     12.06681        1265
## 2266       Timber     1.5Fin      IR1           7     12.14153        1156
## 2267       Timber     2Story      IR1           6     12.22588         872
## 2268       Timber     1Story      IR1           8     12.10349        1267
## 2269       Timber       SLvl      IR1           7     12.14153         868
## 2270       Timber     1Story      Reg           8     12.54966        1922
## 2271       Timber     1Story      IR1           6     12.08954        1491
## 2272       Timber     1Story      Reg           8     12.50618        1616
## 2273       Timber     2Story      IR1           7     12.54219        1122
## 2274       Timber     1Story      Reg           5     12.13726        1572
## 2277       Timber     2Story      IR1           8     12.54687        1094
## 2280      Mitchel     SFoyer      IR1           6     11.84940         920
## 2281      Mitchel     1Story      Reg           4     11.79245        1064
## 2282      Mitchel     1Story      Reg           5     11.87060        1632
## 2283      Mitchel     1Story      Reg           4     12.03172        1249
## 2284      MeadowV     1Story      Reg           5     11.77452        1040
## 2285      MeadowV     1Story      Reg           5     11.80560        1142
## 2286      MeadowV     2Story      Reg           4     11.35627         546
## 2287      MeadowV       SLvl      Reg           4     11.57590         530
## 2288      MeadowV     2Story      Reg           4     11.44999         546
## 2289      MeadowV     2Story      Reg           4     11.22524         546
## 2290      MeadowV     SFoyer      Reg           4     11.34451         630
## 2291      MeadowV     2Story      Reg           4     11.22777         546
## 2292      Mitchel       SLvl      IR1           6     11.89683        1029
## 2293      Mitchel     SFoyer      Reg           5     11.94146         923
## 2294      Mitchel       SLvl      IR1           6     12.14420        1244
## 2296      Mitchel     2Story      IR1           5     11.96400         716
## 2297      Mitchel     SFoyer      Reg           5     11.83501         796
## 2298      Mitchel     SFoyer      Reg           5     11.77144         768
## 2300      Mitchel     1Story      Reg           4     11.77144         845
## 2301      Mitchel     1Story      IR2           5     11.81303        1090
## 2302      Mitchel     1Story      Reg           5     11.73206         816
## 2303      Mitchel     1Story      IR1           5     11.84223         816
## 2305      Mitchel     1Story      Reg           5     11.73206         864
## 2306        NAmes     1Story      IR1           6     11.91772        1178
## 2307        NAmes     1Story      IR1           6     11.96718        1008
## 2308        NAmes     1Story      IR1           5     12.03765        1617
## 2310        NAmes     1Story      Reg           7     12.16577        1851
## 2311      Gilbert     2Story      IR1           6     12.11997         813
## 2312      Gilbert     2Story      IR1           7     12.31043         964
## 2313      Gilbert     2Story      IR2           6     12.04355         781
## 2314      Gilbert     2Story      IR2           6     12.14153         691
## 2315      Gilbert     2Story      IR1           6     12.21602         821
## 2316      Gilbert     2Story      IR1           6     12.12811         802
## 2319      Gilbert     2Story      IR1           8     12.42922        1074
## 2320      Gilbert     2Story      IR1           8     12.38798         893
## 2323      StoneBr     2Story      IR1           8     12.50618        2062
## 2324      Gilbert     1Story      IR1           6     12.11997        1160
## 2325      Gilbert     2Story      IR1           6     12.01733         697
## 2326      Gilbert     2Story      IR1           7     12.08108         935
## 2328      StoneBr     2Story      IR1           7     12.38422        1064
## 2329      StoneBr     1Story      IR1           8     12.52453        1742
## 2338      Gilbert     2Story      IR2           5     12.03765           0
## 2339      Gilbert     1Story      Reg           5     11.88449        1056
## 2340      StoneBr     1Story      Reg           9     12.66981        1714
## 2343       NWAmes     1Story      Reg           7     12.21850        1208
## 2344       NWAmes     1.5Fin      IR1           7     12.34148        1204
## 2345       NWAmes     2Story      IR1           7     12.36734         795
## 2346       NWAmes     2Story      IR1           6     12.15478         796
## 2347       NWAmes     SFoyer      IR1           6     12.03765         988
## 2348       NWAmes     1Story      Reg           7     12.39462        1845
## 2349       NWAmes     2Story      Reg           7     12.14897         945
## 2350       NWAmes     1Story      Reg           6     12.24289        1686
## 2352       NWAmes     2Story      Reg           6     12.10016         713
## 2353       NWAmes     SFoyer      IR1           7     12.05525        1047
## 2355       NWAmes       SLvl      Reg           6     12.12540         675
## 2356       NWAmes     1Story      Reg           5     11.94146        1056
## 2357       NWAmes     2Story      Reg           7     12.00089         832
## 2358       NWAmes     1Story      Reg           6     12.10625        1040
## 2359       NWAmes     1Story      Reg           6     11.95118        1103
## 2362        NAmes     1Story      IR1           4     11.38509         858
## 2363        NAmes     1Story      Reg           4     11.48761         864
## 2364        NAmes     1Story      IR2           6     12.15478        1487
## 2365       BrDale     2Story      Reg           6     11.56647         525
## 2367       BrDale     2Story      Reg           6     11.32660         483
## 2368       BrDale     2Story      Reg           6     11.66135         494
## 2370       BrDale     2Story      Reg           6     11.67844         672
## 2371       BrDale     2Story      Reg           6     11.39639         483
## 2372       BrDale     2Story      Reg           6     11.58989         525
## 2373       BrDale     2Story      Reg           6     11.45636         483
## 2374      NPkVill     1Story      Reg           6     11.89341        1069
## 2375        NAmes     1Story      Reg           5     11.88449         943
## 2376        NAmes     SFoyer      Reg           5     11.71994         864
## 2377      NPkVill     1Story      Reg           7     11.83138        1055
## 2378      NPkVill     2Story      Reg           6     11.87757         855
## 2379      NridgHt     1Story      Reg           9     12.66033        1980
## 2382      NridgHt     1Story      Reg           8     12.43718        1618
## 2386      NridgHt     1Story      IR1           9     12.69465        1833
## 2388      NridgHt     2Story      Reg           8     12.64110        1117
## 2390      NridgHt     2Story      Reg           8     12.52634        1030
## 2402      NridgHt     2Story      Reg           8     12.52453        1058
## 2403      NridgHt     2Story      IR1           8     12.53897        1420
## 2404      NridgHt     1Story      IR1           7     12.13270        1364
## 2405      NridgHt     1Story      Reg           9     12.55143        1560
## 2410      NridgHt     1Story      IR1           7     12.05380        1405
## 2421      Blmngtn     1Story      Reg           7     12.36308        1374
## 2422      Blmngtn     1Story      Reg           8     12.27839        1273
## 2423      Blmngtn     1Story      Reg           7     12.41710        1368
## 2424      Blmngtn     1Story      Reg           7     12.09369        1375
## 2425      Blmngtn     1Story      Reg           7     12.32386        1365
## 2428      Blmngtn     1Story      Reg           7     12.27135        1362
## 2431      Gilbert     2Story      IR3           5     12.16598         732
## 2432      Gilbert     2Story      IR1           6     12.11833         783
## 2433      Gilbert     2Story      IR1           8     12.08954         707
## 2434      Gilbert     2Story      IR1           7     12.21350         848
## 2435      Gilbert     2Story      IR1           8     12.34801        1406
## 2436      Gilbert     2Story      Reg           7     12.10071         783
## 2437      Gilbert     2Story      IR1           6     12.05757         953
## 2438      Gilbert     2Story      IR1           6     12.27839         982
## 2439      Gilbert     2Story      IR1           7     12.20557         930
## 2440      Gilbert     2Story      IR1           6     12.06105         959
## 2442      Gilbert     2Story      IR1           7     12.34583         975
## 2443      NoRidge     2Story      Reg           8     12.75996        1396
## 2444      NoRidge     2Story      IR1           8     12.56375        1044
## 2445      NoRidge     2Story      Reg           8     12.61154        1160
## 2448      NoRidge     2Story      IR1           8     12.54254        1086
## 2450      NoRidge     2Story      IR1           8     12.76569        1342
## 2452      NoRidge     2Story      IR1           8     12.67920        1290
## 2453      NoRidge     2Story      Reg           8     12.57764        1165
## 2454      NoRidge     2Story      IR1           8     12.66033        1286
## 2459      Somerst     1Story      Reg           7     12.35449        1616
## 2466      Somerst     2Story      Reg           6     12.21019         858
## 2469      Somerst     1Story      Reg           7     12.07824        1257
## 2471      SawyerW     1Story      IR1           6     11.84582        1142
## 2476      SawyerW     2Story      Reg           7     12.12269         891
## 2477      SawyerW     2Story      IR1           7     12.12757         784
## 2478      SawyerW     2Story      IR1           6     12.13886         941
## 2479      SawyerW     2Story      Reg           6     12.07767         761
## 2480      SawyerW     2Story      IR2           6     12.42320         836
## 2481      SawyerW     1Story      Reg           6     12.05525        1398
## 2482      SawyerW     1Story      Reg           6     11.92504        1217
## 2483      SawyerW     2Story      IR1           6     11.91839         636
## 2484      SawyerW     1Story      Reg           4     11.58058        1056
## 2486       Sawyer     1Story      Reg           5     11.77144         988
## 2488       Sawyer     1.5Fin      Reg           6     11.69107           0
## 2490       Sawyer       SLvl      IR1           6     11.92504         506
## 2491       Sawyer     1Story      IR1           5     11.74404         984
## 2492       Sawyer     1Story      Reg           5     11.66135         882
## 2493       Sawyer     1Story      IR1           5     11.80186         925
## 2494       Sawyer     1Story      IR1           5     11.70251        1024
## 2495       Sawyer     1Story      IR1           5     11.82774         935
## 2496       Sawyer     1Story      IR1           5     11.72804         912
## 2497       Sawyer     1Story      Reg           5     11.81303         912
## 2498       Sawyer     1Story      IR1           5     11.76912         912
## 2500      NoRidge     2Story      Reg           8     12.46844        1288
## 2501      NoRidge     2Story      Reg           8     12.71890        1334
## 2503      NoRidge     2Story      IR1           7     12.49874        1095
## 2504      NoRidge     1Story      Reg           8     12.47610        1624
## 2505      Somerst     1Story      Reg           7     12.08051        1143
## 2506      Somerst     1Story      IR1           8     12.19096        1247
## 2507      Somerst     2Story      Reg           7     11.92504         600
## 2508      Somerst     2Story      Reg           7     11.90091         600
## 2509      Somerst     2Story      Reg           7     11.91772         600
## 2511      Somerst     2Story      Reg           6     12.01974         756
## 2512      Somerst     2Story      Reg           7     12.12215         691
## 2513      Somerst     2Story      Reg           7     12.01370         673
## 2514      Somerst     2Story      IR1           7     11.84223         530
## 2515      Somerst     2Story      IR1           7     12.20607         569
## 2516      Somerst     1Story      IR1           8     12.30592        1568
## 2517      Veenker     1Story      IR1           8     12.50618        1494
## 2518      Veenker     1Story      IR1           6     12.01370        1208
## 2519       Greens     1Story      IR1           8     12.27373        1235
## 2520       Greens     1Story      IR1           8     12.14420        1036
## 2521       Greens     1Story      IR1           8     12.15478        1226
## 2522       Greens     1Story      IR1           8     12.04355        1226
## 2524       NWAmes     1Story      IR1           5     11.89478        1153
## 2525       NWAmes       SLvl      IR1           7     12.04355         570
## 2526       NWAmes     1Story      IR2           7     12.47801        1568
## 2527       NWAmes     2Story      Reg           6     12.10016         708
## 2528       NWAmes     2Story      IR1           6     12.42922        1054
## 2530       NWAmes     1Story      Reg           7     12.01067        1334
## 2531       NWAmes     1Story      Reg           7     11.84940        1164
## 2532        NAmes       SLvl      Reg           5     11.81673         980
## 2533        NAmes     1Story      Reg           5     11.86358        1051
## 2534        NAmes     2Story      Reg           5     11.95118         900
## 2536        NAmes     1Story      Reg           5     11.83863        1052
## 2537        NAmes     SFoyer      Reg           5     11.84940         833
## 2538        NAmes     1Story      IR1           5     11.73126        1051
## 2539        NAmes       SLvl      Reg           5     11.97035        1141
## 2540        NAmes     1Story      Reg           5     11.89136         864
## 2541       NWAmes     2Story      IR1           6     12.15478         825
## 2542        NAmes     1Story      IR1           5     11.82408        1050
## 2543        NAmes     1Story      Reg           5     11.77452         864
## 2544        NAmes     1Story      Reg           5     11.88449        1626
## 2546        NAmes     1Story      Reg           6     11.98293        1251
## 2547        NAmes     1Story      IR1           6     12.02575        1008
## 2548        NAmes     2Story      Reg           5     11.96718         720
## 2549        NAmes       SLvl      Reg           6     11.84940         588
## 2551        NAmes     1Story      Reg           5     11.92834        1248
## 2552        NAmes     1Story      Reg           6     11.77375         816
##      HouseStyle.1 Zoning LotShape.1 SaleCondition Functional LotArea.1 SubClass
## 1          1Story     RL        IR1        Normal        Typ     31770       20
## 2          1Story     RH        Reg        Normal        Typ     11622       20
## 3          1Story     RL        IR1        Normal        Typ     14267       20
## 4          1Story     RL        Reg        Normal        Typ     11160       20
## 5          2Story     RL        IR1        Normal        Typ     13830       60
## 6          2Story     RL        IR1        Normal        Typ      9978       60
## 7          1Story     RL        Reg        Normal        Typ      4920      120
## 8          1Story     RL        IR1        Normal        Typ      5005      120
## 9          1Story     RL        IR1        Normal        Typ      5389      120
## 10         2Story     RL        Reg        Normal        Typ      7500       60
## 11         2Story     RL        IR1        Normal        Typ     10000       60
## 12         1Story     RL        IR1        Normal        Typ      7980       20
## 13         2Story     RL        IR1        Normal        Typ      8402       60
## 14         1Story     RL        Reg        Normal        Typ     10176       20
## 15         1Story     RL        IR1        Normal        Typ      6820      120
## 19         1Story     RL        Reg        Normal        Typ     19138       20
## 21         1Story     RL        IR1        Normal        Typ     11751       20
## 22         SFoyer     RL        Reg        Family        Typ     10625       85
## 23         2Story     FV        Reg        Normal        Typ      7500       60
## 24         1Story     RL        IR1        Normal        Typ     11241       20
## 25         1Story     RL        IR1        Normal        Typ     12537       20
## 26         1Story     RL        Reg        Normal        Typ      8450       20
## 27         1Story     RL        Reg        Normal        Typ      8400       20
## 28         1Story     RL        Reg        Normal        Typ     10500       20
## 29         1Story     RH        IR1        Normal        Typ      5858      120
## 30         2Story     RM        Reg        Normal        Typ      1680      160
## 31         2Story     RM        Reg        Normal        Typ      1680      160
## 32         2Story     RM        Reg        Family        Typ      1680      160
## 33         1Story     RL        Reg        Normal        Typ      4043      120
## 34         2Story     RL        Reg        Normal        Typ      2280      160
## 35         1Story     RL        Reg        Normal        Typ      2280      120
## 36         2Story     RL        Reg        Normal        Typ      2280      160
## 38         1Story     RL        Reg        Normal        Typ     11478       20
## 42         1Story     RL        Reg        Normal        Typ     11520       20
## 43         1Story     RL        IR1        Normal        Typ     14122       20
## 44         1Story     RL        IR1        Normal        Typ     10171       20
## 48         2Story     RL        Reg        Normal        Typ     13650       60
## 49         1Story     RL        Reg        Normal        Typ      7658      120
## 50         1Story     RL        IR1        Normal        Typ      7132      120
## 51         2Story     RL        Reg        Normal        Typ      2628      160
## 52         1Story     RL        IR1        Normal        Typ     18494       20
## 53         1Story     RL        Reg        Normal        Typ      3203      120
## 54         1Story     RL        Reg        Normal        Typ      3182      120
## 55           SLvl     RL        IR1        Normal        Typ     13300       80
## 56         2Story     RL        Reg        Normal        Typ      7851       60
## 57         2Story     RL        IR1        Normal        Typ      8577       60
## 58           SLvl     RL        IR1        Normal        Typ      7750       80
## 59         2Story     RL        IR1        Normal        Typ      9505       60
## 60         2Story     RL        IR1        Normal        Typ     14774       60
## 61         2Story     RL        IR2        Normal        Typ     17433       60
## 62         1Story     RL        IR1        Normal        Typ     10593       20
## 63         2Story     RL        IR1        Normal        Typ     12256       60
## 64         2Story     RL        IR1        Normal        Typ     11764       60
## 65         2Story     RL        IR2        Normal        Typ     16770       60
## 67         1Story     RL        Reg        Normal        Typ      8987       20
## 69         2Story     FV        Reg        Normal        Typ      8640       60
## 70         1Story     FV        Reg        Normal        Typ      9000       20
## 71         2Story     FV        Reg        Normal        Typ     12552       60
## 73         2Story     RL        IR1        Normal        Typ     10142       60
## 74         2Story     RL        Reg        Normal        Typ     11920       60
## 75         2Story     RL        IR1        Normal        Typ      8880       60
## 76         1Story     RL        Reg        Normal        Typ      8012      120
## 77         2Story     RL        Reg        Normal        Typ     11218       60
## 78         1Story     RL        Reg        Normal        Typ      7892      120
## 79         1Story     RL        Reg        Normal        Typ      7175      120
## 80         2Story     RL        IR1        Normal        Typ      9453       60
## 81         1Story     RL        Reg        Normal        Typ      9672       20
## 82         2Story     RL        Reg        Normal        Typ      8400       60
## 83         1Story     RH        Reg        Normal        Typ      9800       30
## 86         1Story     RL        Reg        Normal        Typ      8450       20
## 87         1Story     RL        IR1        Normal        Typ      9819       20
## 88         1Story     RL        Reg        Normal        Typ      7500       20
## 89         1Story     RL        IR1        Normal        Typ      6897       20
## 91         2Story     RL        IR1        Normal        Typ     10186       60
## 93         2Story     RL        Reg        Normal        Typ     11134       60
## 94         1Story     FV        IR1        Normal        Typ      4835      120
## 95         2Story     FV        Reg        Normal        Typ      3515      160
## 96         2Story     FV        Reg        Normal        Typ      3215      160
## 97         2Story     FV        Reg        Normal        Typ      3182      160
## 98         2Story     FV        Reg        Normal        Typ      2544      160
## 99         2Story     FV        Reg        Normal        Typ      2544      160
## 101        2Story     FV        Reg        Normal        Typ      2117      160
## 102        2Story     FV        Reg        Normal        Typ      2980      160
## 103        2Story     FV        Reg        Normal        Typ      2572      160
## 104        2Story     FV        IR1        Normal        Typ      2403      160
## 106        2Story     FV        IR1        Normal        Typ      7379       60
## 107        1Story     RL        IR1        Normal        Typ      4420      120
## 108        1Story     RL        IR1        Normal        Typ      3880      120
## 109        2Story     RL        IR1        Normal        Typ     13517       60
## 110        1Story     FV        Reg        Normal        Typ      8000       20
## 111        1Story     RL        IR1        Normal        Typ     10456       20
## 112        2Story     RL        Reg        Normal        Typ     10791       60
## 113        1Story     RL        IR1        Normal        Typ     10603       20
## 114        1.5Fin     RL        IR1        Normal        Typ     18837       50
## 115        2Story     RL        Reg        Normal        Typ     10421       60
## 116        1Story     RL        Reg        Normal        Typ      9360       20
## 117        2Story     RL        Reg        Normal        Typ      9600       60
## 118        1Story     RL        Reg        Normal        Typ      9600       20
## 119        1Story     RL        Reg        Normal        Typ      9790       20
## 120        1Story     RL        IR1        Normal        Typ      9320       20
## 121        1Story     RL        Reg        Normal        Typ      9900       20
## 122        1Story     RL        Reg        Normal        Typ      9680       20
## 123          SLvl     RL        IR1        Family        Typ     10600       80
## 124          SLvl     RL        IR1        Normal        Typ     14112       80
## 127        1Story     RL        Reg        Normal        Typ      9717       20
## 129        1.5Fin     RL        Reg        Normal        Typ     17360       50
## 130        1Story     RL        IR1        Normal        Typ      7207       20
## 132        1Story     RL        Reg        Normal        Typ      9920       20
## 133          SLvl     RL        Reg        Normal        Typ      9600       80
## 134        1Story     RL        Reg        Normal        Typ      7800       20
## 135        SFoyer     RL        IR1        Normal        Typ     11380       85
## 139        1Story     RL        Reg        Normal        Typ      8267       90
## 140        1Story     RL        Reg        Normal        Typ      8197       20
## 141        1Story     RL        IR1        Normal        Typ      8050       20
## 142        1Story     RL        IR1        Normal        Typ     10552       20
## 143        1Story     RL        Reg        Normal        Typ      8400       20
## 144        1Story     RL        Reg        Normal        Typ      8760       20
## 146        1Story     RL        Reg        Normal        Typ      9300       20
## 147        1Story     RL        IR1        Normal        Typ     10725       20
## 148        1Story     RL        Reg        Normal        Typ     10032       20
## 149        1.5Fin     RL        Reg        Normal        Typ      8382       50
## 150        1Story     RL        Reg        Normal        Typ     10950       20
## 151        1Story     RL        Reg        Normal        Typ     10895       20
## 154        1Story     RL        Reg        Normal        Typ      7898       30
## 156        1Story     RL        Reg        Normal        Typ     10200       20
## 157        1Story     RL        Reg        Normal        Typ      5868       20
## 159        SFoyer     RL        Reg        Normal        Typ      6979       90
## 160        1Story     RL        IR1        Normal        Typ      9830       20
## 162        1.5Fin     RL        Reg        Normal        Typ      8064       50
## 163        1Story     RL        Reg        Normal        Typ      7500       20
## 164        1.5Fin     RL        Reg        Normal        Typ      8520       50
## 165        1Story     RL        Reg        Normal        Typ      7200       20
## 166        1Story     RL        IR1        Normal        Typ     10000       20
## 167        1Story     RL        IR1        Normal        Typ      7635       20
## 169        2Story     RL        Reg        Normal        Typ      7700       60
## 172        1Story     RM        Reg        Normal        Typ      4485       30
## 173        1Story     RM        Reg        Normal        Typ      8960       30
## 174        1Story     RM        Reg        Normal        Typ      5805       20
## 175        2Story     RM        Reg        Normal        Typ      5790       50
## 176        1Story     RM        Reg        Normal        Typ      4608       30
## 178        1.5Fin     RM        Reg        Normal        Typ      5500       50
## 179        1.5Fin     RM        Reg        Normal        Typ      6900       45
## 180        1.5Fin     RM        Reg        Normal        Typ     11851       50
## 181        1.5Fin     RM        Reg        Normal        Typ      8239       50
## 183        1Story     RM        Reg        Normal        Typ      8520       30
## 185        1.5Fin     RM        Reg        Normal        Typ     10800       50
## 186        2Story     RM        Reg        Normal        Typ      9000       70
## 188        1Story     RM        Reg        Normal        Typ      7407       20
## 189        2Story     RM        Reg        Normal        Typ      7740       70
## 190        2Story     RM        Reg        Normal        Typ     11340      190
## 192        1.5Fin     RM        Reg        Normal        Typ      5830       50
## 193        2.5Unf     RL        IR1        Normal        Typ      7793       75
## 194        1Story     RM        Reg        Normal        Typ      5000       30
## 196        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 198        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 199        1.5Fin     RM        Reg        Normal        Typ      6240       50
## 200        1.5Fin     RM        Reg        Normal        Typ      6240       50
## 201        1Story     RM        Reg        Normal        Typ      6120       30
## 203        1.5Fin     RM        Reg        Normal        Typ      8094       50
## 204        2Story     RM        Reg        Normal        Typ     12900       70
## 205        2Story     RM        Reg        Normal        Typ      3068       70
## 206        1Story     RM        IR2        Normal        Typ      8472       90
## 208        2Story     RM        Reg        Normal        Typ      7630      190
## 209        2Story     RL        Reg        Normal        Typ     24090       70
## 210        1Story     RL        IR1        Normal        Typ     15263       20
## 212        1.5Fin     RL        Reg        Normal        Typ      9900      190
## 213        1.5Fin     RL        IR1        Normal        Typ      6001       50
## 215        1.5Fin     RH        Reg        Normal        Typ      6048      190
## 216        1.5Fin     RL        Reg        Normal        Typ      6342       50
## 217        1Story     RL        Reg        Normal        Typ     10773       90
## 218        1Story     RL        Reg        Normal        Typ     10778       90
## 219        1Story     RL        Reg        Normal        Typ     11625      190
## 221        1Story     RL        Reg        Normal        Typ      8521       20
## 222        1Story     RL        IR1        Normal        Typ      8246       20
## 223        1Story     RL        Reg        Normal        Typ      7800       20
## 224        2Story     RL        Reg        Normal        Typ      9364       60
## 225        1Story     RL        Reg        Normal        Typ      7832       20
## 226        SFoyer     RL        IR1        Normal        Typ      7424       90
## 227        2Story     RL        Reg        Normal        Typ     11227       60
## 230        1Story     RL        IR1        Normal        Typ     20062       20
## 231        1Story     RL        Reg        Normal        Typ      9259       30
## 233        1Story     RL        Reg        Normal        Typ     23595       40
## 234        2Story     RL        IR1        Normal        Typ     17082       60
## 235        1.5Fin     RL        Reg        Normal        Typ     18600       50
## 237        1Story     RL        Reg        Normal        Typ     11479       20
## 238        1Story     RL        Reg        Normal        Typ      9571       20
## 239        1.5Fin     RL        Reg        Normal        Typ      9350       50
## 240        1Story     RL        Reg        Normal        Typ      9525       20
## 241        1Story     RL        Reg        Normal        Typ     10420       20
## 243        1Story     RL        IR1        Normal        Typ     11200       20
## 245        2Story     RL        Reg        Normal        Typ      9206       60
## 246        1Story     RL        Reg        Normal        Typ     11980       20
## 247        2Story     RL        IR1        Normal        Typ     12361       60
## 248        2Story     RL        Reg        Normal        Typ      9938       60
## 249        SFoyer     RL        Reg        Normal        Typ      9069       85
## 250        1Story     RL        IR1        Normal        Typ     10475       20
## 251        1Story     RL        Reg        Normal        Typ      6762       20
## 252        1Story     RL        IR1        Normal        Typ     10402       20
## 253        1Story     RL        Reg        Normal        Typ      7360       20
## 254        2Story     RL        Reg        Normal        Typ     12376       60
## 255        1.5Fin     RL        IR1        Normal        Typ     14235       50
## 256          SLvl     RL        Reg        Normal        Typ      8816       80
## 257        SFoyer     RL        Reg        Normal        Typ     11105       85
## 258        2Story     RL        IR1        Normal        Typ      9337       60
## 259        2Story     RL        Reg        Normal        Typ      8750       60
## 260        1Story     RL        IR1        Normal        Typ     15240       20
## 261        2Story     RL        IR1        Normal        Typ     10900       60
## 262        1Story     RL        Reg        Normal        Typ     10650       20
## 263        1Story     RL        Reg        Normal        Typ      7480       20
## 264        1Story     RL        Reg        Normal        Typ     10389       20
## 265        1Story     RL        Reg        Normal        Typ     11423       20
## 266        2Story     RL        IR1        Normal        Typ      9548       60
## 267        2Story     RL        Reg        Normal        Typ      9375       60
## 268        1Story     RL        IR2        Normal        Typ     12137       20
## 269        1Story     RM        Reg        Normal        Typ      4435      120
## 270        1Story     RM        Reg        Normal        Typ      4426      120
## 271        1Story     RL        IR2        Normal        Typ     10635       20
## 272        1Story     RL        Reg        Normal        Typ      8400       20
## 273        1Story     RL        Reg        Normal        Typ      8773       20
## 276        1Story     RL        Reg        Normal        Typ      9825       90
## 277        1Story     RL        IR1        Normal        Typ     10044       20
## 279          SLvl     RL        Reg        Normal        Typ      6305       80
## 281        1Story     RL        Reg        Normal        Typ      6410       20
## 282        1Story     RM        Reg        Normal        Typ      8546       20
## 283        1.5Fin     RL        Reg        Normal        Typ      8741       50
## 284        1.5Fin     RL        Reg        Normal        Typ     12180      190
## 286        1Story     RL        Reg        Normal        Typ      4853       30
## 287        2Story     RL        Reg        Normal        Typ      6858       70
## 288        1Story     RL        Reg        Normal        Typ      8212       30
## 289        1.5Fin     RL        Reg        Normal        Typ      5000       50
## 290        1Story     RL        Reg        Normal        Typ      7890       30
## 292        1.5Fin     RL        Reg        Normal        Typ      9839       50
## 294        1.5Fin     RL        IR1        Normal        Typ     10452       50
## 295        2Story     RL        Reg        Normal        Typ     15600       90
## 296        2Story     RL        Reg        Normal        Typ      9042       70
## 298          SLvl     RL        IR1        Normal        Typ     19645       80
## 299        1Story     RM        IR1        Normal        Typ      3907      120
## 300        1Story     RM        IR1        Normal        Typ      3907      120
## 301        1Story     RL        IR1        Normal        Typ     15602       20
## 302        1.5Fin     RM        Reg        Normal        Typ      5436       50
## 304        1.5Fin     RM        Reg        Normal        Typ      9140       50
## 309        1Story     RM        IR1        Normal        Typ      3811      120
## 310        2Story     RL        Reg        Normal        Typ     11050       60
## 311          SLvl     RL        Reg        Normal        Typ      9620       80
## 312        1Story     RL        IR1        Normal        Typ      9196       20
## 313          SLvl     RL        IR1        Normal        Typ     12328       80
## 314        1Story     RL        IR1        Normal        Typ     12760       90
## 316        1Story     RL        IR1        Normal        Typ     11896       20
## 318        2Story     RL        Reg        Normal        Typ      9802       60
## 320        2Story     RL        Reg        Normal        Typ     11316       60
## 321        2Story     RL        Reg        Normal        Typ     14191       60
## 323        1Story     RL        Reg        Normal        Typ     15300       20
## 324        1Story     RL        Reg        Normal        Typ     10114       20
## 325        2Story     RL        Reg        Normal        Typ      9400       90
## 326        1Story     RL        Reg        Normal        Typ     11875       20
## 327        2Story     RM        Reg        Normal        Typ      1974      160
## 328        1Story     RM        Reg        Normal        Typ      2394      120
## 329        2Story     RM        Reg        Normal        Typ      2592      160
## 330        2Story     RM        Reg        Normal        Typ      1476      160
## 331        SFoyer     RM        Reg        Normal        Typ      1491      180
## 332        2Story     RM        Reg        Normal        Typ      1900      160
## 333        2Story     RM        Reg        Normal        Typ      1890      160
## 334        1Story     RL        Reg        Normal        Typ      6953       20
## 335        1Story     RL        IR1        Normal        Typ     26142       20
## 336        1Story     RL        Reg        Normal        Typ     12887       20
## 338        2Story     RL        Reg        Normal        Typ     10475       60
## 339        1.5Fin     RL        IR1        Normal        Typ     10544       50
## 340        1Story     RL        Reg        Normal        Typ      9892       20
## 341        2Story     RL        Reg        Normal        Typ     12961       60
## 342        1Story     RL        IR1        Normal        Typ     13008       20
## 343        1Story     RL        Reg        Normal        Typ     10200       20
## 344          SLvl     RL        Reg        Normal        Typ     13860       80
## 345        2Story     RL        IR1        Normal        Typ     10179       60
## 346        2Story     RL        IR1        Normal        Typ     11792       60
## 347          SLvl     RL        Reg        Normal        Typ      8400       80
## 349          SLvl     RL        IR1        Normal        Typ      8530       80
## 351        1Story     RL        IR1        Normal        Typ      5664      120
## 352        1Story     RL        IR1        Normal        Typ      7380      120
## 353        1Story     RL        IR1        Normal        Typ      8013      120
## 354          SLvl     RL        IR1        Normal        Typ      8923       80
## 355        2Story     RL        IR1        Normal        Typ     10141       60
## 356        2Story     RL        Reg        Normal        Typ      7500       60
## 357        2Story     RL        IR1        Normal        Typ      7837       60
## 358        2Story     RL        IR2        Normal        Typ      9765       60
## 359        2Story     RL        IR1        Normal        Typ      8803       60
## 360        1Story     RL        Reg        Normal        Typ      7250       20
## 361        2Story     RL        IR1        Normal        Typ      9636       60
## 362        2Story     RL        Reg        Normal        Typ      8125       60
## 363        1Story     RL        IR1        Normal        Typ      9248       20
## 364        2Story     RL        IR1        Normal        Typ     10762       60
## 365        1Story     RL        Reg        Normal        Typ     11851       20
## 369        1Story     RL        IR1        Normal        Typ     16158       20
## 370        2Story     RL        Reg        Normal        Typ     11900       60
## 371        2Story     RL        IR1        Normal        Typ     13005       60
## 372        1Story     RL        IR1        Normal        Typ     17043       20
## 374        1Story     RL        IR1        Normal        Typ     16635       20
## 376        1Story     RL        Reg        Normal        Typ     10928       20
## 377        2Story     RL        IR1        Normal        Typ     12388       60
## 378          SLvl     RL        Reg        Normal        Typ     14115       80
## 379        1Story     RL        Reg        Normal        Typ     11088       20
## 380        1Story     RL        Reg        Normal        Typ      9600       20
## 382        1Story     RL        Reg        Family        Typ     10400       20
## 383        2Story     RL        IR1        Normal        Typ     10304       60
## 384        2Story     FV        Reg        Normal        Typ      7000       60
## 386        2Story     FV        Reg        Normal        Typ      7500       60
## 387        2Story     FV        Reg        Normal        Typ      8470       60
## 388        1Story     RL        IR1        Normal        Typ      9373       20
## 389        1Story     RL        Reg        Normal        Typ     10140       20
## 390        1Story     RL        IR1        Normal        Typ     11050       20
## 391        1Story     RL        Reg        Normal        Typ     10140       20
## 393        2Story     RL        Reg        Normal        Typ      9000       90
## 394        1Story     RL        IR1        Normal        Typ      8750       20
## 395        1Story     RL        Reg        Normal        Typ      7930       20
## 396        1Story     RL        IR1        Normal        Typ      7830       20
## 397        1Story     RL        IR1        Normal        Typ      8510       20
## 399        1Story     RL        Reg        Normal        Typ      6960       20
## 400        1Story     RL        Reg        Normal        Typ      8120       20
## 402        1Story     RL        Reg        Normal        Typ      9000       20
## 403        2Story     RM        Reg        Normal        Typ      1680      160
## 406        2Story     RM        Reg        Normal        Typ      1680      160
## 407        2Story     RM        Reg        Normal        Typ      1680      160
## 408        2Story     RM        Reg        Normal        Typ      1680      160
## 409        1Story     RL        IR1        Normal        Typ      4928      120
## 410        2Story     RL        Reg        Normal        Typ      2308      160
## 411        2Story     RL        Reg        Normal        Typ      2280      160
## 412        1Story     RL        Reg        Normal        Typ      2280      120
## 413        2Story     RL        Reg        Normal        Typ      2308      160
## 414        2Story     RL        Reg        Normal        Typ      2349      160
## 415        2Story     RL        Reg        Normal        Typ      2364      160
## 416        2Story     RL        Reg        Normal        Typ      2289      160
## 417        2Story     RL        Reg        Normal        Typ      2364      160
## 418        1Story     RL        Reg        Normal        Typ      2104      120
## 419        1Story     RL        Reg        Normal        Typ      7150       20
## 420        1Story     RL        Reg        Normal        Typ     10710       20
## 426        1Story     RL        Reg        Normal        Typ     14230       20
## 429        2Story     RL        IR1        Normal        Typ     11308       60
## 436        1Story     RL        IR1        Normal        Typ     16870       20
## 438        1Story     RL        IR1        Normal        Typ     11146       20
## 440        1Story     RL        Reg        Normal        Typ      9591       20
## 441        1Story     RL        IR1        Normal        Typ     10872       20
## 442        1Story     RL        IR1        Normal        Typ     13514       20
## 443        2Story     RL        Reg        Normal        Typ      8834       60
## 444        1Story     RL        IR1        Normal        Typ     11362       20
## 445        1Story     RL        IR1        Normal        Typ     10655       20
## 446        1Story     RL        IR1        Normal        Typ     12878       20
## 450        2Story     RL        IR1        Normal        Typ     13262       60
## 451        1Story     RL        IR1        Normal        Typ      9658       20
## 452        1Story     RL        IR1        Normal        Typ      6904      120
## 453        1Story     RL        IR1        Normal        Typ      5381      120
## 454        1Story     RL        IR1        Normal        Typ      5122      120
## 455        1Story     RL        IR1        Normal        Typ     10307      120
## 456        1Story     RL        IR1        Normal        Typ      5001      120
## 460        1Story     RL        Reg        Normal        Typ      6472      120
## 461        1Story     RL        Reg        Normal        Typ     16770       20
## 462        1Story     RL        Reg        Normal        Typ      6240      120
## 463        1Story     RL        Reg        Normal        Typ      3480      120
## 464        2Story     RL        Reg        Normal        Typ      2268      160
## 465        2Story     RL        Reg        Normal        Typ     10928       60
## 466        2Story     RL        IR1        Normal        Typ      8918       60
## 467        2Story     RL        IR2        Normal        Typ     12589       60
## 468        2Story     RL        IR2        Normal        Typ     11911       60
## 469        1Story     RL        Reg        Normal        Typ      3684      120
## 470        1Story     RL        Reg        Normal        Typ      3635      120
## 471        1Story     RL        Reg        Normal        Typ      3182      120
## 472        1Story     RL        Reg        Normal        Typ      3182      120
## 473        1Story     RL        Reg        Normal        Typ      3182      120
## 474        1Story     RL        Reg        Normal        Typ      3182      120
## 475        2Story     RL        IR1        Normal        Typ      7795       60
## 476        2Story     RL        IR1        Normal        Typ      8068       60
## 477          SLvl     RL        IR1        Normal        Typ      9434       80
## 478        2Story     RL        IR1        Normal        Typ      7984       60
## 479          SLvl     RL        Reg        Normal        Typ      7750       80
## 480        2Story     RL        IR1        Normal        Typ     10125       60
## 481        2Story     RL        IR1        Normal        Typ      8965       60
## 482        2Story     RL        IR1        Normal        Typ      8174       60
## 483        1Story     RL        Reg        Normal        Typ      5063      120
## 484        2Story     RL        IR1        Normal        Typ      8795       60
## 485        2Story     RL        IR1        Normal        Typ     12891       60
## 486        2Story     RL        IR1        Normal        Typ     12224       60
## 487          SLvl     RL        IR1        Normal        Typ      9734       80
## 488        2Story     RL        IR1        Normal        Typ      8123       60
## 489        2Story     RL        IR1        Normal        Typ      8433       60
## 490          SLvl     RL        Reg        Normal        Typ      7750       80
## 491        2Story     RL        IR2        Normal        Typ     15896       60
## 492        2Story     RL        IR3        Normal        Typ     24682       60
## 493        2Story     RL        IR1        Normal        Typ      8755       60
## 494          SLvl     RL        IR1        Normal        Typ      7848       80
## 495        2Story     RL        Reg        Normal        Typ      9430       60
## 497        2Story     RL        Reg        Normal        Typ     12720       60
## 498        2Story     RL        IR1        Normal        Typ     16545       60
## 499        2Story     RL        IR1        Normal        Typ     12203       60
## 500        2Story     RL        IR1        Normal        Typ     10208       60
## 501        1Story     RL        IR1        Normal        Typ     10750       20
## 502        2Story     RL        Reg        Normal        Typ      9900       60
## 503        2Story     RL        Reg        Normal        Typ      9085       60
## 504        2Story     RL        IR1        Normal        Typ     11692       60
## 506        2Story     RL        IR2        Normal        Typ     29959       60
## 508        1Story     RL        IR1        Normal        Typ     11194       20
## 509        1Story     RL        Reg        Normal        Typ     10206       20
## 511        1Story     RL        Reg        Normal        Typ     10130       20
## 512        1Story     RL        IR1        Normal        Typ      9139       20
## 513        2Story     RL        Reg        Normal        Typ      9675       60
## 516        2Story     FV        Reg        Normal        Typ      9000       60
## 520        1Story     FV        Reg        Normal        Typ      8640       20
## 521        1Story     FV        IR1        Normal        Typ     12606       20
## 523        1Story     FV        Reg        Normal        Typ      7500       20
## 524        2Story     FV        Reg        Normal        Typ     11003       60
## 525        2Story     FV        Reg        Normal        Typ     10603       60
## 526        2Story     FV        Reg        Normal        Typ     10574       60
## 527        2Story     FV        Reg        Normal        Typ      8125       60
## 529        1Story     FV        Reg        Normal        Typ     10625       20
## 530        2Story     FV        Reg        Normal        Typ      9375       60
## 531        1Story     FV        Reg        Normal        Typ      7500       20
## 532        1Story     FV        IR1        Normal        Typ      8736       20
## 533        2Story     FV        IR1        Normal        Typ      8127       60
## 534        1Story     RL        Reg        Normal        Typ      9605       20
## 535        1Story     RL        Reg        Normal        Typ      7500       20
## 536        1Story     RL        Reg        Normal        Typ      7500       20
## 537        2Story     RL        IR1        Normal        Typ     10628       60
## 538        1Story     RL        IR1        Normal        Typ     10141       20
## 539        1Story     RL        Reg        Normal        Typ     10083       20
## 540        1Story     RL        Reg        Normal        Typ     13072       20
## 541        1Story     RL        Reg        Normal        Typ     13072       20
## 542        1Story     RL        Reg        Normal        Typ     12450       20
## 544        2Story     RL        IR1        Normal        Typ     11492       60
## 546        1Story     RL        IR1        Normal        Typ      8529       20
## 547        2Story     RL        Reg        Normal        Typ      7703       60
## 548        2Story     RL        Reg        Normal        Typ     10762      160
## 549        1Story     RL        Reg        Normal        Typ      7175      120
## 550        2Story     RL        Reg        Normal        Typ      9109       60
## 551        2Story     RL        IR1        Normal        Typ     10274       60
## 552        2Story     RL        Reg        Normal        Typ      8250       90
## 553        1Story     RH        Reg        Normal        Typ      8400       20
## 554        1.5Unf     RH        Reg        Normal        Typ      9000       45
## 555        1Story     RL        IR1        Normal        Typ      9750       20
## 556        1Story     RL        Reg        Normal        Typ      7064       20
## 557        1Story     RL        IR1        Normal        Typ      8499       20
## 558        1Story     RL        IR1        Normal        Typ      9079       20
## 559        1Story     RL        IR1        Family        Typ      9316       20
## 560        1Story     RL        IR1        Normal        Typ      7791       20
## 561        1Story     RL        Reg        Normal        Typ     10000       20
## 562        1Story     RL        IR1        Normal        Typ      8281       20
## 563        1Story     RL        Reg        Normal        Typ      7150       20
## 565        2Story     RL        Reg        Normal        Typ     11949       60
## 570        1Story     FV        IR1        Normal        Typ      4217      120
## 571        2Story     FV        Reg        Normal        Typ      3230      160
## 572        2Story     FV        Reg        Normal        Typ      2998      160
## 573        2Story     FV        Reg        Normal        Typ      3768      160
## 576        1Story     RL        IR1        Normal        Typ      3782      120
## 577        1Story     RL        Reg        Normal        Typ     15417       20
## 580        2Story     RL        Reg        Normal        Typ     11700       60
## 581        1Story     RL        IR1        Normal        Typ     11717       20
## 582        1Story     RL        IR1        Normal        Typ      9156       20
## 583        2Story     RL        IR1        Normal        Typ     10382       60
## 584        2Story     RL        IR1        Normal        Typ     12732       60
## 585        2Story     RL        IR1        Normal        Typ     12936       60
## 586        2Story     RL        Reg        Normal        Typ     10400       60
## 587          SLvl     RL        IR1        Normal        Typ     17871       80
## 588        1Story     RL        Reg        Normal        Typ      9600       20
## 590        2Story     RL        IR1        Normal        Typ     13774       60
## 591        1Story     RL        Reg        Normal        Typ      9650       20
## 593        2Story     RL        Reg        Normal        Typ      8400       60
## 594        1Story     RL        Reg        Normal        Typ      7130       20
## 595        1Story     RL        Reg        Normal        Typ      9600       20
## 596        1Story     RL        Reg        Normal        Typ      9100       20
## 598        SFoyer     RL        Reg        Normal        Typ     16500       85
## 599        1Story     RL        Reg        Normal        Typ      9790       20
## 600        1Story     RL        Reg        Normal        Typ      7436       20
## 601        1Story     RL        Reg        Normal        Typ      8125       20
## 602        1Story     RL        Reg        Normal        Typ      9100       20
## 603        1Story     RL        IR1        Normal        Typ      9450       20
## 606        1Story     RL        Reg        Normal        Typ     10004       20
## 607        1Story     RL        Reg        Normal        Typ      9350       20
## 609        1Story     RL        IR1        Normal        Typ     11000       20
## 610        2Story     RL        IR1        Normal        Typ      8970       60
## 611          SLvl     RL        IR1        Normal        Typ     12095       80
## 612        1Story     RL        Reg        Normal        Typ      9600       20
## 613          SLvl     RL        Reg        Normal        Typ     11475       80
## 614        1Story     RL        Reg        Normal        Typ      9768       20
## 615        1Story     RL        Reg        Normal        Typ      5330       30
## 616        1.5Fin     RL        IR1        Normal        Typ      7015       50
## 617        1Story     RL        Reg        Normal        Typ     12160       20
## 618        1Story     RL        Reg        Normal        Typ      9900       20
## 619        1Story     RL        Reg        Normal        Typ      9600       20
## 620        1Story     RL        Reg        Normal        Typ      9600       20
## 622        1Story     RL        Reg        Normal        Typ      9600       20
## 624        1Story     RL        IR1        Normal        Typ     10573       20
## 625        1Story     RL        IR1        Normal        Typ      9500       20
## 626        1Story     RL        IR1        Normal        Typ     14695       20
## 627        2Story     RL        Reg        Normal        Typ     13600       60
## 628        2Story     RL        Reg        Normal        Typ     13000       60
## 630        1.5Fin     RL        IR1        Normal        Typ     12513       50
## 631        1Story     RL        Reg        Normal        Typ      8760       20
## 632        1Story     RL        Reg        Normal        Typ      8400       20
## 633        1Story     RL        IR1        Normal        Typ     12285       20
## 634        1Story     RL        IR1        Normal        Typ      9240       20
## 636        1Story     RL        IR1        Normal        Typ     12400       20
## 638        1Story     RL        Reg        Normal        Typ      8750       20
## 639        1Story     RL        Reg        Family        Typ     10400       20
## 640          SLvl     RL        Reg        Normal        Typ     19296       80
## 641        1Story     RL        Reg        Normal        Typ      8532       20
## 642        1Story     RL        Reg        Normal        Typ      9482       90
## 643        1Story     RL        IR1        Normal        Typ      8128       20
## 645        1Story     RL        Reg        Normal        Typ     13070       20
## 646        1Story     RL        Reg        Normal        Typ     10434       20
## 648        1Story     RL        Reg        Normal        Typ      8480       30
## 649        1Story     RL        Reg        Normal        Typ      7626       20
## 650        1Story     RL        Reg        Normal        Typ      9533       20
## 652        2Story     RL        Reg        Normal        Typ     11419       60
## 653        1Story     RL        Reg        Normal        Typ      9600       20
## 654        1Story     RL        Reg        Normal        Typ      8000       20
## 655        1Story     RL        Reg        Normal        Typ      5470       20
## 657        2Story     RL        Reg        Normal        Typ     10800       60
## 658        2Story     RL        Reg        Normal        Typ      8146       70
## 659        1Story     RL        Reg        Normal        Typ      9022       30
## 660        1Story     RL        Reg        Normal        Typ     10230       30
## 662        2Story     RL        Reg        Normal        Typ      7200       70
## 664        1.5Fin     RL        Reg        Normal        Typ      5400       50
## 665        1Story     RL        Reg        Normal        Typ     10800       30
## 668        1Story     RL        Reg        Normal        Typ     10143       20
## 670        2Story     RL        Reg        Normal        Typ     11643       90
## 671        1Story     RL        Reg        Normal        Typ      8010       20
## 672        1Story     RL        IR1        Normal        Typ     10454       20
## 673        1Story     RL        IR1        Normal        Typ      8712       20
## 674        1Story     RL        IR1        Normal        Typ     17600       20
## 675        1Story     RL        IR1        Normal        Typ      9000       20
## 676        1Story     RL        Reg        Normal        Typ     12144       40
## 677        1Story     RL        Reg        Normal        Typ      8544       90
## 679        1Story     RL        Reg        Normal        Typ      7200       90
## 681        1Story     RL        Reg        Normal        Typ      7350       20
## 683        1Story     RL        Reg        Normal        Typ      7200       20
## 684          SLvl     RL        Reg        Normal        Typ      8000       80
## 685        1Story     RL        Reg        Normal        Typ      7931       20
## 686        1.5Fin     RL        Reg        Normal        Typ     10800       50
## 688        2Story     RL        Reg        Normal        Typ      7570       60
## 689        SFoyer     RL        IR1        Normal        Typ      8604       90
## 690        1Story     RL        Reg        Normal        Typ      7936       20
## 691        1Story     RL        Reg        Normal        Typ      6600       20
## 692        1.5Fin     RM        Reg        Normal        Typ      3950       50
## 693        2Story     RM        Reg        Normal        Typ     10440       50
## 694        1.5Fin     RM        Reg        Normal        Typ      4080       50
## 697        1.5Fin     RM        Reg        Normal        Typ     15660       50
## 698        2Story     RM        Reg        Normal        Typ      9900       70
## 699        2Story     RM        Reg        Normal        Typ      6406       70
## 701        2Story     RM        Reg        Normal        Typ      7627      190
## 702        2Story     RM        Reg        Normal        Typ      7596       90
## 703        2Story     RM        Reg        Normal        Typ      3378       60
## 704        1.5Fin     RM        Reg        Normal        Typ     10134       50
## 706        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 707        1.5Fin     RM        Reg        Normal        Typ      6000      190
## 708        1Story     RM        Reg        Normal        Typ      7404       30
## 711        1Story     RM        Reg        Normal        Typ      5784       30
## 712        1Story     RM        Reg        Normal        Typ      8520       30
## 714        2Story     RM        Reg        Normal        Typ      9600       70
## 715        1.5Fin     RM        Reg        Normal        Typ      3500       50
## 718        2Story     RM        Reg        Normal        Typ      8400       70
## 719        2Story     RM        Reg        Normal        Typ      3600       70
## 722        2Story     RM        Reg        Normal        Typ      9000       70
## 724        1.5Fin     RM        Reg        Normal        Typ      8820       50
## 725        1.5Fin     RM        Reg        Family        Typ      5400       50
## 726        2Story     RM        Reg        Normal        Typ      9720       70
## 730        1Story     RL        Reg        Normal        Typ      6615       30
## 731        1.5Fin     RL        Reg        Normal        Typ      7264       50
## 732        1.5Fin     RL        Reg        Normal        Typ      4960       70
## 733        1.5Unf     RL        Reg        Normal        Typ      8854       30
## 734        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 735        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 736        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 737        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 738        1.5Fin     RM        Reg        Normal        Typ      6000       50
## 739        1.5Unf     RM        Reg        Normal        Typ      6000       45
## 741        1.5Fin     RM        Reg        Normal        Typ      6120       50
## 742        1.5Fin     RM        Reg        Normal        Typ      6120       50
## 744        1Story     RM        Reg        Normal        Typ      6120       30
## 746        1.5Fin     RM        Reg        Normal        Typ      6120       50
## 747        1Story     RM        Reg        Normal        Typ      8635       30
## 748        2.5Unf     RL        IR1        Normal        Typ     11888       75
## 750        2Story     RM        Reg        Normal        Typ      8094       70
## 755        2Story     RM        Reg        Normal        Typ      6876       70
## 756        1.5Fin     RM        Reg        Normal        Typ      6240       30
## 757        2Story     RM        IR2        Normal        Typ      5775       70
## 759        1.5Fin     RM        Reg        Normal        Typ      5160       50
## 761        2Story     RM        Reg        Normal        Typ     10320      190
## 762        1Story     RL        IR1        Normal        Typ      4280       20
## 765        SFoyer     RL        IR1        Normal        Typ     10547       90
## 767        2Story     RH        Reg        Normal        Typ      6629       70
## 768        1.5Fin     RL        Reg        Normal        Typ      9780       50
## 770        1Story     RL        Reg        Normal        Typ      8816       20
## 771        2Story     RL        Reg        Normal        Typ     11184       60
## 773        1Story     RL        Reg        Normal        Typ      7800       20
## 774        SFoyer     RL        IR1        Normal        Typ      8014       85
## 775        SFoyer     RL        IR1        Normal        Typ      7252       85
## 776        SFoyer     RL        IR1        Normal        Typ      8740       85
## 777        1Story     RL        Reg        Normal        Typ     11616       20
## 778          SLvl     RL        Reg        Normal        Typ     15400       80
## 779          SLvl     RL        Reg        Normal        Typ     15312       80
## 780          SLvl     RL        Reg        Normal        Typ     15584       80
## 784        1Story     RL        Reg        Normal        Typ     17140       20
## 785        1Story     RL        IR1        Normal        Typ     12342       30
## 786        1Story     RL        IR1        Normal        Typ     10708       20
## 789        1Story     RL        Reg        Normal        Typ      9855       20
## 790        1Story     RL        Reg        Normal        Typ      9571       20
## 792        2Story     RL        Reg        Normal        Typ      9350       60
## 793        1Story     RL        Reg        Normal        Typ      9340       30
## 794        1Story     RL        Reg        Normal        Typ      7440       20
## 795        1Story     RL        IR1        Normal        Typ     11500       20
## 796        1Story     RL        Reg        Normal        Typ      4235      120
## 798        1.5Fin     RL        Reg        Normal        Typ      9060       50
## 799        2Story     RL        Reg        Normal        Typ      9084       70
## 800          SLvl     RL        IR1        Normal        Typ     10778       80
## 803        1Story     RL        IR1        Normal        Typ     14684       20
## 804        2Story     RL        Reg        Normal        Typ      9317       60
## 805        2Story     RL        Reg        Normal        Typ     10560       60
## 806        2Story     RL        IR1        Normal        Typ      9828       60
## 816        2Story     RL        Reg        Normal        Typ     11855       90
## 817        2Story     RL        Reg        Normal        Typ      7939       90
## 818        2Story     RL        Reg        Normal        Typ      7976       90
## 820        1Story     RL        Reg        Normal        Typ     10637       20
## 821        1Story     RL        IR1        Normal        Typ     10226       20
## 823        1Story     RL        Reg        Normal        Typ      9178       20
## 824        2Story     RL        IR1        Normal        Typ     10769       60
## 825        1Story     RL        IR1        Normal        Typ     11422       20
## 826        1Story     RL        IR1        Normal        Typ     11923       20
## 828        1Story     RL        Reg        Normal        Typ      6762       20
## 829        1Story     RL        IR1        Normal        Typ     10324       20
## 830        1Story     RL        Reg        Normal        Typ      7314       20
## 831        1Story     RL        Reg        Normal        Typ     11645       20
## 832        2Story     RL        IR1        Normal        Typ     11646       60
## 833          SLvl     RL        Reg        Normal        Typ     12800       80
## 834        2Story     RL        IR1        Normal        Typ     16698       60
## 836        1Story     RL        IR2        Normal        Typ     12464       20
## 837        1Story     RL        Reg        Normal        Typ      9757       20
## 838        2Story     RL        IR1        Normal        Typ     15426       60
## 839        2Story     RL        IR2        Normal        Typ     10667       60
## 840        1Story     RL        IR2        Normal        Typ     14753       20
## 841        1Story     RL        Reg        Normal        Typ     10859       20
## 842        1Story     RL        Reg        Normal        Typ      8072       20
## 843        2Story     RL        Reg        Normal        Typ     10400       60
## 844        1Story     RL        IR1        Normal        Typ     10335       20
## 845        1Story     RL        IR1        Normal        Typ      9017       20
## 846        2Story     RL        Reg        Normal        Typ      8750       60
## 847        2Story     RL        IR1        Normal        Typ      8935       60
## 848        1Story     RL        IR1        Normal        Typ      9808       20
## 849        2Story     RL        Reg        Normal        Typ     12420       60
## 850        1Story     RL        IR2        Normal        Typ     16285       20
## 851        1Story     RL        IR1        Normal        Typ     10739       20
## 852        1Story     RL        Reg        Family        Typ     11166       20
## 853        1Story     RL        Reg        Normal        Typ      8430       20
## 854        1Story     RL        IR1        Normal        Typ     16269       20
## 855        1Story     RL        IR1        Normal        Typ      6950       20
## 856        1Story     RL        IR1        Normal        Typ      8800       20
## 857        1Story     RL        IR1        Normal        Typ      7000       20
## 858        1Story     RL        IR1        Normal        Typ      9286       20
## 859        1Story     RL        IR1        Normal        Typ     15523       20
## 860        1Story     RL        Reg        Normal        Typ      7200       20
## 861        SFoyer     RL        Reg        Normal        Typ      7200       85
## 862        SFoyer     RL        Reg        Normal        Typ      8445       85
## 863        1Story     RL        Reg        Normal        Typ     11664       20
## 864        2Story     RL        IR1        Normal        Typ     12334       60
## 865        1Story     RL        Reg        Normal        Typ     11838       20
## 866        2Story     RL        Reg        Normal        Typ     11885       60
## 867        2Story     RL        Reg        Normal        Typ     11050       60
## 868        2Story     RL        Reg        Normal        Typ      8749       60
## 869        2Story     RL        Reg        Normal        Typ     11250       60
## 870        1Story     RL        Reg        Normal        Typ     15750       20
## 871        1Story     RL        Reg        Normal        Typ     11883       20
## 872        1Story     RL        Reg        Normal        Typ     12782       20
## 873        1Story     RL        Reg        Normal        Typ      8750       20
## 874        2Story     RL        Reg        Normal        Typ      9375       60
## 875        2Story     RL        Reg        Normal        Typ      8750       60
## 876        1Story     RL        Reg        Normal        Typ      9100       20
## 877        1Story     RL        Reg        Normal        Typ      9750       20
## 878        1Story     RM        Reg        Normal        Typ      4435      120
## 879        1Story     RM        Reg        Normal        Typ      4435      120
## 880        1Story     RL        Reg        Normal        Typ     10200       20
## 881        2Story     RL        IR1        Normal        Typ      9313       60
## 882        1Story     RL        Reg        Normal        Typ      8487       20
## 883        2Story     RL        Reg        Normal        Typ      8633       60
## 884        2Story     RL        Reg        Normal        Typ     11069       60
## 885        1Story     RL        Reg        Normal        Typ      8777       20
## 886        1Story     RL        Reg        Normal        Typ      9937       20
## 887        1Story     RL        Reg        Normal        Typ      8877       20
## 888        SFoyer     RL        Reg        Normal        Typ      7301       85
## 889        2Story     RL        IR1        Normal        Typ      7950       60
## 892        1Story     RL        IR1        Normal        Typ     13286       20
## 893        SFoyer     RM        Reg        Normal        Typ      3675      180
## 894        1Story     RL        Reg        Normal        Typ      9405       20
## 895        1Story     RL        Reg        Normal        Typ      6410       20
## 898        1Story     RL        Reg        Normal        Typ      4060       30
## 900        1Story     RL        Reg        Normal        Typ     10926       90
## 903        1.5Fin     RL        Reg        Normal        Typ     12354       50
## 904        1.5Fin     RL        Reg        Normal        Typ      8212       50
## 909        1.5Fin     RL        Reg        Normal        Typ      9900       50
## 911        2Story     RL        Reg        Normal        Typ      5707       70
## 913        1Story     RL        Reg        Normal        Typ      8574       30
## 914        1.5Fin     RL        Reg        Normal        Typ      6171       50
## 915        2Story     RL        Reg        Normal        Typ      7200       70
## 916        1.5Fin     RL        Reg        Normal        Typ      7558       50
## 917        1.5Fin     RL        Reg        Normal        Typ      6292       50
## 918        2Story     RL        Reg        Normal        Typ      7155       70
## 919        2Story     RL        Reg        Normal        Typ     10918       70
## 921        2Story     RL        IR1        Normal        Typ      7500       70
## 923        1Story     RL        IR1        Normal        Typ     14680       20
## 925        1.5Fin     RL        IR1        Normal        Typ      7681       50
## 927        1Story     RL        Reg        Family        Typ      9100       20
## 928        2Story     RL        Reg        Normal        Typ     12000       70
## 929        1Story     RL        IR1        Normal        Typ     13339       20
## 931        1Story     RL        Reg        Family        Typ     14000       20
## 932        1Story     RL        Reg        Normal        Typ     17500       20
## 933        2Story     RM        Reg        Normal        Typ      1733      160
## 934        2Story     RM        Reg        Normal        Typ      1488      160
## 935        2Story     RM        Reg        Normal        Typ      1612      160
## 936        2Story     RM        Reg        Normal        Typ      1300      160
## 937          SLvl     RL        IR1        Normal        Typ     13607       80
## 939        1Story     RL        IR1        Normal        Typ     21695       20
## 940        2Story     RM        Reg        Normal        Typ     10690       70
## 941        2Story     RM        Reg        Normal        Typ      8660       70
## 942        2Story     RM        Reg        Normal        Typ      6402       70
## 947        2Story     RL        Reg        Normal        Typ     10125       60
## 949        1Story     RL        IR1        Normal        Typ     12118       20
## 950        2Story     RL        IR1        Normal        Typ     12209       60
## 951        SFoyer     RL        Reg        Normal        Typ      9750       85
## 952        SFoyer     RL        Reg        Normal        Typ      9360       85
## 953        1.5Fin     RL        Reg        Normal        Typ     10125       90
## 954          SLvl     RL        IR1        Normal        Typ      9947       80
## 958        1Story     RL        IR1        Normal        Typ     12898       20
## 961        1Story     RL        IR1        Normal        Typ     14463       20
## 962        1Story     RL        IR1        Normal        Typ      8925       20
## 963        1Story     RL        IR1        Normal        Typ     11457       20
## 964        2Story     RL        IR1        Normal        Typ      9839       60
## 966        1Story     RL        IR1        Normal        Typ      6853       20
## 968        1Story     RL        Reg        Normal        Typ     14601       20
## 970        1Story     RL        IR1        Normal        Typ     12518       20
## 972        1Story     RM        Reg        Normal        Typ      4500      120
## 973        1Story     RM        Reg        Normal        Typ      4500      120
## 974          SLvl     RM        Reg        Normal        Typ      1596      180
## 975        1Story     RL        Reg        Normal        Typ      9858       20
## 976        SFoyer     RM        Reg        Normal        Typ      1526      180
## 977        1Story     RL        IR1        Normal        Typ     13383       20
## 978        SFoyer     RM        Reg        Normal        Typ      1477      180
## 979        2Story     RM        Reg        Normal        Typ      1533      160
## 980        2Story     RM        Reg        Normal        Typ      2217      160
## 981        SFoyer     RL        IR1        Normal        Typ      7689       85
## 982          SLvl     RL        Reg        Normal        Typ      7706       80
## 983        SFoyer     RL        IR1        Normal        Typ      9101       85
## 984        1Story     RL        IR1        Normal        Typ      8780       20
## 985        SFoyer     RL        Reg        Normal        Typ      7669       85
## 986        1.5Fin     RL        IR1        Normal        Typ     14115       50
## 987        2Story     RL        Reg        Normal        Typ     10429       60
## 988        1Story     RL        IR1        Normal        Typ      9819       20
## 989        2Story     RL        IR1        Normal        Typ     10457       60
## 991        1Story     RL        IR1        Normal        Typ     12925       20
## 992        2Story     RL        Reg        Normal        Typ     11075       60
## 993        2Story     RL        IR1        Normal        Typ      8702       60
## 994        2Story     RL        Reg        Normal        Typ      8139       60
## 995        2Story     RL        IR1        Normal        Typ      9535       60
## 996        2Story     RL        IR1        Normal        Typ      9042       60
## 997        2Story     RL        IR2        Normal        Typ     15038       60
## 998        1Story     RL        IR1        Normal        Typ     14137       20
## 999        2Story     RL        IR2        Normal        Typ     21872       60
## 1000       1Story     RL        Reg        Normal        Typ      4923      120
## 1002       1Story     RL        IR1        Normal        Typ      5395      120
## 1003       1Story     RL        IR1        Normal        Typ      5070      120
## 1004       2Story     RL        IR1        Normal        Typ     10839       60
## 1005       2Story     RL        IR1        Family        Typ     11184       60
## 1006       2Story     RL        Reg        Normal        Typ      8000       60
## 1007       2Story     RL        IR1        Normal        Typ     10832       60
## 1008       2Story     RL        Reg        Normal        Typ     14067       60
## 1009       1Story     RL        IR1        Normal        Typ      4671      120
## 1010       1Story     RL        IR1        Normal        Typ      5950      120
## 1011       2Story     RL        IR1        Normal        Typ     13543       60
## 1012       2Story     RL        IR1        Normal        Typ     11198       60
## 1016       1Story     RL        IR1        Family        Typ     47280       20
## 1017       2Story     RL        IR1        Normal        Typ     20544       60
## 1018       1Story     RL        IR1        Normal        Typ     12680       20
## 1019       1Story     RL        IR1        Normal        Typ     12090       20
## 1020       1Story     RL        IR1        Normal        Typ     10825       20
## 1021       1Story     RL        IR1        Normal        Typ     18559       20
## 1022       1Story     RL        Reg        Normal        Typ     14450       20
## 1023       2Story     RL        IR1        Normal        Typ     12227       60
## 1024       1Story     RL        Reg        Normal        Typ     13068       20
## 1027       2Story     RL        Reg        Normal        Typ      9743       60
## 1030       1Story     RL        Reg        Normal        Typ     10400       20
## 1031       2Story     RL        Reg        Normal        Typ     10480       60
## 1032       1Story     RL        Reg        Normal        Typ     10000       20
## 1033       2Story     RL        IR1        Normal        Typ     14311       60
## 1034       2Story     RL        Reg        Normal        Typ      9000       90
## 1035       1Story     RL        Reg        Normal        Typ      9750       20
## 1036       1Story     RL        Reg        Normal        Typ     10295       20
## 1037       1Story     RL        Reg        Normal        Typ      7560       20
## 1038       1Story     RL        IR1        Normal        Typ     12735       20
## 1040       2Story     RM        Reg        Normal        Typ      1680      160
## 1041       2Story     RM        Reg        Normal        Typ      1680      160
## 1042       2Story     RM        Reg        Normal        Typ      1890      160
## 1043       2Story     RM        Reg        Normal        Typ      1869      160
## 1045       2Story     RM        Reg        Normal        Typ      1680      160
## 1046       2Story     RM        Reg        Normal        Typ      1680      160
## 1048       2Story     RL        Reg        Normal        Typ      2308      160
## 1049       1Story     RL        Reg        Normal        Typ      2529      120
## 1050       1Story     RL        Reg        Normal        Typ      9477       20
## 1062       2Story     RL        Reg        Normal        Typ      8899       60
## 1063       2Story     RL        IR1        Normal        Typ     10574       60
## 1066       2Story     RL        Reg        Normal        Typ     10625       60
## 1067       1Story     RL        IR1        Normal        Typ     10845       20
## 1072       1Story     RL        IR3        Normal        Typ     12304      120
## 1073       1Story     RL        IR1        Normal        Typ     12677      120
## 1074       1Story     RL        IR1        Normal        Typ      8849      120
## 1076       1Story     RL        Reg        Normal        Typ      6240      120
## 1077       1Story     RL        Reg        Normal        Typ      6240      120
## 1078       2Story     RL        Reg        Normal        Typ      2448      160
## 1079       2Story     RL        Reg        Normal        Typ      2448      160
## 1080       1Story     RM        Reg        Normal        Typ      8198      120
## 1081       1Story     RL        Reg        Normal        Typ      3940      120
## 1082       1Story     RM        Reg        Normal        Typ      3940      120
## 1083       1Story     RL        Reg        Normal        Typ      3182      120
## 1084       1Story     RL        Reg        Normal        Typ      3182       20
## 1086       2Story     RL        IR1        Normal        Typ      9024       60
## 1087       2Story     RL        IR1        Normal        Typ      7415       60
## 1088         SLvl     RL        IR1        Normal        Typ      9587       80
## 1089       2Story     RL        IR1        Normal        Typ      8029       60
## 1090       2Story     RL        IR1        Normal        Typ      8010       60
## 1091       2Story     RL        IR1        Normal        Typ      8396       60
## 1093       2Story     RL        IR1        Normal        Typ     10261       60
## 1094       2Story     RL        IR1        Normal        Typ      8220       60
## 1095       2Story     RL        IR1        Normal        Typ     15384       60
## 1096       2Story     RL        Reg        Normal        Typ      7750       60
## 1097       2Story     RL        IR1        Normal        Typ     12460       60
## 1098       2Story     RL        IR1        Normal        Typ      8390       60
## 1099       2.5Unf     RL        Reg        Normal        Typ      9660       75
## 1100       2Story     RL        Reg        Normal        Typ      9200       60
## 1101       2Story     RL        IR1        Normal        Typ     14260       60
## 1102       2Story     RL        Reg        Normal        Typ     11000       60
## 1104       2Story     RL        IR1        Normal        Typ     10990       60
## 1105       2Story     RL        IR1        Normal        Typ     11929       60
## 1108       2Story     RL        Reg        Normal        Typ     10010       60
## 1109       2Story     RL        IR1        Normal        Typ     10944       60
## 1110       1Story     RL        IR1        Normal        Typ     14303       20
## 1112       2Story     RL        IR1        Normal        Typ     14598       60
## 1113       1Story     RL        IR1        Normal        Typ     11957       20
## 1114       1Story     RL        IR1        Normal        Typ     13253       20
## 1116       1Story     RL        Reg        Normal        Typ     10206       20
## 1118       2Story     RL        Reg        Normal        Typ      9801       60
## 1120       1Story     RL        Reg        Normal        Typ     10037       20
## 1124       2Story     FV        Reg        Normal        Typ      9803       60
## 1125       2Story     FV        Reg        Normal        Typ      9375       60
## 1126       2Story     FV        Reg        Normal        Typ     10625       60
## 1128       2Story     FV        Reg        Normal        Typ      8125       60
## 1129       1Story     FV        Reg        Normal        Typ     10625       20
## 1131       2Story     FV        IR1        Normal        Typ      8791       60
## 1132       1Story     RL        Reg        Normal        Typ      7500       20
## 1133       2Story     RL        Reg        Normal        Typ     10110       60
## 1134       2Story     RL        Reg        Normal        Typ     12774       60
## 1135       1Story     RL        Reg        Normal        Typ     13072       20
## 1136       1Story     RL        Reg        Normal        Typ     13695       20
## 1137       1Story     RL        Reg        Normal        Typ     13695       20
## 1138       2Story     RL        IR1        Normal        Typ      8366       60
## 1139       1Story     RL        Reg        Normal        Typ      9260       20
## 1140       2Story     RL        IR1        Normal        Typ      8453       60
## 1141       2Story     RL        IR1        Normal        Typ      8480       60
## 1142       1Story     RL        Reg        Normal        Typ      8125       20
## 1143       2Story     RL        IR2        Normal        Typ     14565       60
## 1144       2Story     RL        Reg        Normal        Typ      8450       60
## 1145       2Story     RL        Reg        Normal        Typ      8285       60
## 1146       1Story     RL        Reg        Normal        Typ      7153       20
## 1147       2Story     RL        IR1        Normal        Typ      9291       60
## 1148       1Story     RL        Reg        Normal        Typ      8012      120
## 1149       1Story     RL        Reg        Normal        Typ      7892      120
## 1150       1Story     RL        Reg        Normal        Typ      9100       20
## 1151       1Story     RL        IR2        Normal        Typ     12968       20
## 1152       1Story     RL        Reg        Normal        Typ      8100       20
## 1153       1Story     RL        Reg        Normal        Typ      8450      190
## 1155       1Story     RL        IR1        Normal        Typ      6768       20
## 1156       1Story     RL        Reg        Normal        Typ     19508       20
## 1157       1.5Fin     RL        Reg        Normal        Typ     10759       50
## 1158       2Story     RL        IR1        Normal        Typ      9205       60
## 1159       1.5Fin     RL        Reg        Normal        Typ     11025       60
## 1160       1Story     FV        IR2        Normal        Typ      4282      120
## 1161       2Story     FV        IR1        Normal        Typ      4017      160
## 1162       1Story     FV        IR1        Normal        Typ      3435      120
## 1163       2Story     FV        Reg        Normal        Typ      3180      160
## 1166       2Story     FV        Reg        Normal        Typ      2280      160
## 1167       2Story     FV        Reg        Normal        Typ      2280      160
## 1168       1Story     FV        IR1        Normal        Typ      4765      120
## 1169       1Story     FV        IR1        Normal        Typ      4538      120
## 1170       1Story     FV        IR1        Normal        Typ      4385      120
## 1171       1Story     FV        IR1        Normal        Typ      4109      120
## 1173       2Story     FV        Reg        Normal        Typ      2160      160
## 1174         SLvl     FV        Reg        Normal        Typ      2160      160
## 1175       2Story     FV        IR1        Normal        Typ     10646       60
## 1177       2Story     FV        Reg        Normal        Typ      2645      160
## 1178       2Story     FV        IR1        Normal        Typ      3951      160
## 1179       1Story     RL        IR2        Normal        Typ     14963      120
## 1180       1Story     RL        IR2        Normal        Typ     11064      120
## 1182       1Story     RL        IR1        Normal        Typ     11120       20
## 1184       1Story     RL        Reg        Normal        Typ     16280       20
## 1185       2Story     FV        Reg        Normal        Typ      7500       60
## 1186       1Story     RL        Reg        Normal        Typ     10400       20
## 1187         SLvl     RL        IR1        Normal        Typ     11104       80
## 1188       1Story     RL        Reg        Family        Typ     11050       20
## 1190       1Story     RL        IR1        Normal        Typ     15387       20
## 1191       1Story     RL        Reg        Normal        Typ      9750       90
## 1192       2Story     RL        Reg        Normal        Typ     10800       60
## 1193       2Story     RL        Reg        Normal        Typ      8814       60
## 1194       1Story     RL        Reg        Normal        Typ      8872       20
## 1195       1Story     RL        Reg        Normal        Typ      8125       20
## 1196       1Story     RL        IR1        Normal        Typ     11072       90
## 1197       1Story     RL        IR1        Normal        Typ     13101       90
## 1198       1Story     RL        IR1        Normal        Typ      9246       90
## 1199       2Story     RL        IR1        Normal        Typ     13355       60
## 1200       2Story     RL        IR1        Normal        Typ      8963       60
## 1201       2Story     RL        Reg        Normal        Typ      9120       60
## 1202       2Story     RL        Reg        Normal        Typ      9130       60
## 1203       SFoyer     RL        IR1        Normal        Typ     12122       85
## 1204       2Story     RL        Reg        Normal        Typ      9900       60
## 1205       1Story     RL        IR1        Normal        Typ      7785       20
## 1206       1Story     RL        IR1        Normal        Typ      8593       20
## 1207       1Story     RL        IR1        Normal        Typ      8475       20
## 1208       1Story     RL        Reg        Normal        Typ      8700       20
## 1209       1Story     RL        IR1        Normal        Typ     10175       20
## 1210         SLvl     RL        Reg        Normal        Typ      9020       80
## 1211       1Story     RL        Reg        Normal        Typ      9200       20
## 1212       1Story     RL        Reg        Normal        Typ      8250       20
## 1213         SLvl     RL        Reg        Normal        Typ      9350       80
## 1214         SLvl     RL        Reg        Normal        Typ      9020       80
## 1216       1Story     RL        IR1        Normal        Typ     10007       20
## 1217       1Story     RL        IR1        Normal        Typ     10721       20
## 1218       1Story     RL        IR1        Normal        Typ     12493       20
## 1219       1Story     RL        IR1        Normal        Typ     11332       20
## 1220       1Story     RL        IR1        Normal        Typ      6627       20
## 1222       1.5Unf     RL        Reg        Normal        Typ      7420      190
## 1223       2Story     RL        IR1        Normal        Typ      4882       70
## 1224       1Story     RL        Reg        Normal        Typ      9600       20
## 1226       1Story     RL        Reg        Normal        Typ      9600       20
## 1227         SLvl     RL        Reg        Normal        Typ      9600       80
## 1228       1Story     RL        Reg        Normal        Typ      7584       20
## 1229       2Story     RL        IR1        Normal        Typ     13700       60
## 1230       1Story     RL        IR1        Normal        Typ     10197       20
## 1231       1Story     RL        Reg        Normal        Typ      7875       20
## 1233         SLvl     RL        IR1        Normal        Typ      9150       80
## 1234       2Story     RL        Reg        Normal        Typ     14670       60
## 1235       1Story     RL        IR1        Normal        Typ      7390       20
## 1236       1Story     RL        Reg        Normal        Typ      9204       20
## 1237       1Story     RL        Reg        Normal        Typ      7763       20
## 1238       1Story     RL        Reg        Normal        Typ      8856       20
## 1239       1Story     RL        Reg        Normal        Typ      9840       20
## 1240       1Story     RL        Reg        Normal        Typ      9120       20
## 1241       1Story     RL        IR1        Normal        Typ     13200       20
## 1242       1Story     RL        Reg        Normal        Typ      9000       20
## 1243       1Story     RL        IR1        Normal        Typ     11900       20
## 1244       1Story     RL        Reg        Normal        Typ      9464       20
## 1245       1Story     RL        Reg        Normal        Typ     10425       20
## 1246       1Story     RL        Reg        Normal        Typ     11556       20
## 1247       1Story     RL        IR1        Normal        Typ      9373       20
## 1248       1Story     RL        Reg        Normal        Typ     12774       20
## 1249       1Story     RL        Reg        Normal        Typ     14250       20
## 1254       1Story     RL        Reg        Normal        Typ     12436       90
## 1255       1Story     RL        Reg        Normal        Typ     10122       20
## 1256       1.5Fin     RL        Reg        Normal        Typ      7506       50
## 1257       1.5Fin     RL        Reg        Normal        Typ     10930       50
## 1258       1Story     RL        Reg        Normal        Typ      5400       30
## 1259       1.5Fin     RL        Reg        Normal        Typ     10836       50
## 1260       2Story     RL        Reg        Normal        Typ     10800      190
## 1261       2Story     RL        IR1        Normal        Typ      9247       60
## 1262       1Story     RL        IR1        Normal        Typ     10180       20
## 1263       1Story     RL        IR1        Normal        Typ     11355       20
## 1264       1Story     RL        IR1        Normal        Typ     10920       20
## 1265       1Story     RL        IR1        Normal        Typ     12929       20
## 1266       1Story     RL        IR2        Normal        Typ     27650       20
## 1267       1Story     RL        Reg        Normal        Typ      8892       20
## 1271       1Story     RL        Reg        Normal        Typ      8000       20
## 1272       1Story     RL        Reg        Normal        Typ      8000       20
## 1273       1Story     RL        Reg        Normal        Typ      7931       20
## 1274       1.5Fin     RL        Reg        Normal        Typ      8064       50
## 1275       1.5Unf     RL        Reg        Normal        Typ      6390       45
## 1276       1.5Unf     RL        Reg        Normal        Typ      7227       45
## 1277       1.5Fin     RL        Reg        Normal        Typ      7200       50
## 1279       1.5Fin     RL        Reg        Normal        Typ      7200       50
## 1280       1Story     RL        Reg        Normal        Typ      7200       20
## 1281       2Story     RL        Reg        Normal        Typ      7056       60
## 1282       2Story     RL        Reg        Normal        Typ      9760       60
## 1283       1Story     RL        Reg        Normal        Typ      7590       20
## 1285       1Story     RM        IR3        Normal        Typ      5232       30
## 1286       2Story     RM        Reg        Normal        Typ     10440       70
## 1287       1.5Fin     RM        Reg        Normal        Typ      9184       50
## 1288       2Story     RM        Reg        Normal        Typ      4800       70
## 1290       1Story     RM        Reg        Normal        Typ      4800       30
## 1291       2.5Unf     RM        Reg        Normal        Typ      6000       75
## 1292       1.5Fin     RM        Reg        Normal        Typ     11426      190
## 1295       1.5Fin     RM        Reg        Normal        Typ      7308       50
## 1296       1Story     RM        Reg        Normal        Typ      5400       30
## 1297       1.5Fin     RM        Reg        Normal        Typ     10800      190
## 1298       1Story     RM        Reg        Normal        Typ      6756       30
## 1299       1.5Fin     RM        Reg        Normal        Typ      5914       50
## 1301       1Story     RM        Reg        Normal        Typ     12000       20
## 1302       1.5Fin     RM        Reg        Normal        Typ      9000       50
## 1304       1Story     RM        Reg        Normal        Typ      6000       20
## 1305       1Story     RM        Reg        Normal        Typ      6000       20
## 1307       2.5Fin     RM        Reg        Normal        Typ     18386       75
## 1308       2Story     RM        Reg        Normal        Typ      9142      190
## 1309       1.5Fin     RM        IR1        Normal        Typ     12665       50
## 1310       2Story     RM        Reg        Normal        Typ      5350       75
## 1312       1.5Fin     RM        Reg        Normal        Typ      9143       50
## 1315       2Story     RM        Reg        Normal        Typ      6000       70
## 1316       2Story     RM        Reg        Normal        Typ      9600       70
## 1317       1.5Fin     RM        Reg        Normal        Typ     10800      190
## 1318       2.5Unf     RM        Reg        Normal        Typ      6300       75
## 1320       1.5Fin     RM        Reg        Normal        Typ      5700       50
## 1321       2.5Unf     RM        Reg        Normal        Typ     13500       75
## 1324       1Story     RM        Reg        Normal        Typ      9750       20
## 1325       1.5Fin     RM        Reg        Normal        Typ     12150       50
## 1326       1Story     RM        Reg        Normal        Typ     12702       20
## 1327       1Story     RM        Reg        Normal        Typ      8516       20
## 1328       1Story     RL        IR1        Normal        Typ      7111       30
## 1330       1Story     RM        Reg        Normal        Typ      9100       40
## 1331       1.5Fin     RL        Reg        Normal        Typ      7010       50
## 1332       1.5Unf     RM        Reg        Normal        Typ      6130       45
## 1333       1.5Fin     RM        Reg        Normal        Typ      5000       50
## 1334       2Story     RM        Reg        Normal        Typ      5870       70
## 1335       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1336       1Story     RM        Reg        Normal        Typ      6000       30
## 1337       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1338       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1339       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1340       1.5Unf     RM        Reg        Normal        Typ      5000       45
## 1341       1.5Fin     RM        IR1        Normal        Typ      5520       50
## 1343       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 1345       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 1347       2Story     RM        Reg        Normal        Typ      6120       70
## 1349       2Story     RM        IR1        Normal        Typ      6155       70
## 1350       1Story     RM        IR1        Normal        Typ      6324       30
## 1352       1.5Fin     RL        Reg        Normal        Typ     13053       50
## 1353       1.5Fin     RL        Reg        Normal        Typ      9120       50
## 1354       1.5Fin     RL        Reg        Normal        Typ      9144       50
## 1355       1.5Fin     RL        Reg        Normal        Typ      9144       50
## 1356       1Story     RL        Reg        Normal        Typ     10267       30
## 1357       2.5Unf     RM        Reg        Normal        Typ      8094       60
## 1359       1.5Fin     RM        Reg        Normal        Typ      4347       50
## 1360       1Story     RM        IR1        Normal        Typ      6291       30
## 1363       1.5Fin     RM        Reg        Normal        Typ     10320       50
## 1364       1Story     RM        Reg        Normal        Typ      7200       30
## 1365       1.5Fin     RM        Reg        Family        Typ      7006       50
## 1367       1Story     RM        IR1        Normal        Typ      8235       20
## 1369       1Story     RM        Reg        Family        Typ     10320       30
## 1370       2Story     RM        Reg        Normal        Typ     10320      190
## 1371       1.5Fin     RM        Reg        Normal        Typ     10320       50
## 1373       1Story     RL        Reg        Normal        Typ      8250       20
## 1374       1.5Fin     RL        Reg        Normal        Typ     21286       50
## 1376       1.5Fin     RL        Reg        Normal        Typ     10106      190
## 1378       1Story     RL        Reg        Normal        Typ     11200       20
## 1379         SLvl     RL        Reg        Normal        Typ     13014       80
## 1381       1Story     RL        IR1        Normal        Typ     10265       20
## 1382       1Story     RL        IR1        Normal        Typ      9764       20
## 1383       SFoyer     RL        IR1        Normal        Typ      7703       85
## 1384       1Story     RL        IR1        Normal        Typ      9981       20
## 1385       SFoyer     RL        IR1        Normal        Typ      7400       85
## 1388       1Story     RL        Reg        Normal        Typ      9000       20
## 1389       1Story     RL        IR1        Normal        Typ      8544       20
## 1390       1Story     RL        Reg        Normal        Typ      9239       20
## 1391       1Story     RL        Reg        Normal        Typ     14175       20
## 1392       1Story     RL        Reg        Normal        Typ     13284       20
## 1393       1Story     RL        Reg        Normal        Typ     13500       20
## 1395       1Story     RL        Reg        Normal        Typ     10200       30
## 1398         SLvl     RL        Reg        Normal        Typ     10200       80
## 1399       1Story     RL        Reg        Normal        Typ      2887      120
## 1400       2Story     RL        Reg        Normal        Typ     10005       60
## 1401       1Story     RL        IR1        Normal        Typ     20270       20
## 1404         SLvl     RL        IR1        Normal        Typ     11512       80
## 1405       1.5Fin     RL        Reg        Normal        Typ      5190       50
## 1406       1Story     RL        IR1        Normal        Typ     10452       20
## 1407       1.5Fin     RL        IR2        Normal        Typ     45600       50
## 1409       1.5Fin     RL        Reg        Normal        Typ     21780       50
## 1410       2Story     RL        Reg        Normal        Typ     13728       70
## 1411       1Story     RL        Reg        Normal        Typ      9571       20
## 1412       SFoyer     RL        Reg        Normal        Typ      9350       90
## 1413       2Story     RL        Reg        Normal        Typ      9360       60
## 1414       1.5Fin     RL        Reg        Normal        Typ      8405       50
## 1415       2Story     RL        Reg        Normal        Typ      7000      190
## 1416       1Story     RL        Reg        Normal        Typ     10880      190
## 1417       1.5Fin     RL        Reg        Normal        Typ      9600       50
## 1418       1.5Fin     RL        Reg        Normal        Typ      9084       50
## 1419       2Story     RL        Reg        Normal        Typ     11839       60
## 1420       2Story     RL        IR3        Normal        Typ      9771       60
## 1421       1Story     RL        Reg        Normal        Typ      9938       20
## 1422       2Story     RL        IR2        Normal        Typ     14171       60
## 1423         SLvl     RL        IR1        Normal        Typ     10541       80
## 1425       1Story     RL        IR1        Normal        Typ      9345       20
## 1428       2Story     RL        IR2        Normal        Typ     11228       60
## 1429         SLvl     RL        IR2        Normal        Typ     11454       80
## 1430       1Story     RL        IR1        Normal        Typ     11500       20
## 1431       2Story     RL        IR1        Normal        Typ     12798       60
## 1432       1Story     RL        Reg        Normal        Typ      9750       20
## 1433       1Story     RL        Reg        Normal        Typ      9525       20
## 1434       1Story     RL        IR2        Normal        Typ      9245       20
## 1435       1Story     RL        IR1        Normal        Typ      8696       20
## 1436       2Story     RL        IR1        Normal        Typ     13142       60
## 1437       2Story     RL        IR1        Normal        Typ      8998       60
## 1439       2Story     RL        IR1        Normal        Typ      8924       60
## 1440       1Story     RL        IR1        Normal        Typ      9382       20
## 1441       1Story     RL        IR1        Normal        Typ     12803       20
## 1442       2Story     RL        Reg        Normal        Typ     12435       60
## 1443       2Story     RL        IR1        Normal        Typ     12192       60
## 1444       2Story     RL        IR1        Normal        Typ     11250       60
## 1445       1Story     RL        IR1        Normal        Typ      9200       20
## 1446         SLvl     RL        Reg        Normal        Typ      8385       80
## 1447       1Story     RL        IR1        Normal        Typ     12250       20
## 1448         SLvl     RL        IR1        Normal        Typ     10970       80
## 1451       1Story     RL        IR1        Normal        Typ      7990       20
## 1452       1Story     RL        IR1        Normal        Typ      7180       20
## 1453       1Story     RL        Reg        Normal        Typ      7200       20
## 1454       1Story     RL        Reg        Normal        Typ      9742       20
## 1455       2Story     RL        Reg        Normal        Typ      9473       60
## 1456       2Story     RL        IR1        Normal        Typ     10316       60
## 1457       2Story     RL        Reg        Normal        Typ     10400       60
## 1458       2Story     RL        IR1        Normal        Typ      9066       60
## 1459       2Story     RL        IR1        Normal        Typ     11404       60
## 1460       2Story     RL        Reg        Normal        Typ      9240       60
## 1461       2Story     RL        IR1        Normal        Typ      9720       60
## 1462       1Story     RL        IR2        Normal        Typ     14860       20
## 1463       2Story     RL        Reg        Normal        Typ     11250       60
## 1464       2Story     RL        Reg        Normal        Typ      8158       60
## 1465       2Story     RL        IR2        Normal        Typ     10905       60
## 1466       2Story     RL        IR1        Normal        Typ      7226       60
## 1467       2Story     RL        IR1        Normal        Typ     11690       60
## 1468       2Story     RL        Reg        Normal        Typ      8750       60
## 1469       1Story     RM        Reg        Normal        Typ      4435      120
## 1470       1Story     RM        Reg        Normal        Typ      4426      120
## 1471       1Story     RL        Reg        Normal        Typ     13125       20
## 1473       1Story     RL        Reg        Normal        Typ      9135       20
## 1474       2Story     RL        Reg        Normal        Typ      8450       60
## 1475       1Story     RL        Reg        Normal        Typ      9750       20
## 1476       1Story     RL        Reg        Normal        Typ      8450       20
## 1477       2Story     RL        Reg        Normal        Typ      8320       60
## 1478       1Story     RL        Reg        Normal        Typ     11049       20
## 1479       1Story     RL        Reg        Normal        Typ     11058       20
## 1480       1Story     RL        Reg        Normal        Typ      9627       20
## 1481       2Story     RL        Reg        Normal        Typ      8199       60
## 1482       1Story     RM        Reg        Normal        Typ      4426      120
## 1483       1Story     RM        Reg        Normal        Typ      4426      120
## 1484       1Story     RM        Reg        Normal        Typ      4438      120
## 1485       1Story     RM        Reg        Normal        Typ      4438      120
## 1486       1Story     RL        Reg        Normal        Typ      8777       30
## 1487       1.5Fin     RL        Reg        Normal        Typ      8777       90
## 1489       1Story     RL        Reg        Normal        Typ      9937       20
## 1490       SFoyer     RL        Reg        Family        Typ     12102       85
## 1491       1Story     RL        Reg        Normal        Typ      6500       20
## 1492       1Story     RL        Reg        Normal        Typ     13907       30
## 1493       SFoyer     RL        Reg        Normal        Typ     10012       85
## 1494       2Story     RL        Reg        Normal        Typ      6931       60
## 1495         SLvl     RL        IR1        Normal        Typ      9638       80
## 1496       2Story     RL        Reg        Normal        Typ      7200       60
## 1500         SLvl     RM        Reg        Normal        Typ      3675      180
## 1501       1Story     RL        Reg       AdjLand        Typ      6040       90
## 1502       1Story     RL        Reg       AdjLand        Typ      6012       90
## 1503       1Story     RL        Reg        Normal        Typ     12108       90
## 1504       1Story     RL        Reg        Normal        Typ      6845       90
## 1505       1Story     RL        Reg        Normal        Typ      6931      190
## 1506       1.5Fin     RL        Reg        Family        Typ     12180       50
## 1508       1Story     RL        Reg        Normal        Typ      9520       20
## 1509       1.5Fin     RL        Reg        Normal        Typ     11767       50
## 1510       1.5Fin     RL        Reg        Normal        Typ      8172       50
## 1511       1.5Fin     RL        IR1        Normal        Typ     16466       50
## 1513       1.5Fin     RL        Reg        Normal        Typ      5142       30
## 1514       1Story     RL        Reg        Normal        Typ      5604       30
## 1515       1Story     RL        Reg        Normal        Typ      8248       30
## 1516       2Story     RL        Reg        Normal        Typ      5687      190
## 1517       2Story     RH        IR1        Normal        Typ     12155       70
## 1518       2.5Fin     RL        Reg        Normal        Typ      8400       75
## 1519       1.5Fin     RL        Reg        Normal        Typ      8400       50
## 1520       1Story     RL        Reg        Normal        Typ      7290       30
## 1522       2Story     RL        Reg        Normal        Typ      9842       70
## 1524       2Story     RL        Reg        Normal        Typ      8969       70
## 1526       2Story     RL        Reg        Normal        Typ     15576       70
## 1527       1.5Fin     RL        Reg        Normal        Typ     15564       50
## 1528       1Story     RL        Reg        Normal        Typ      6292       30
## 1529       2Story     RL        Reg        Normal        Typ      7609       70
## 1531       2Story     RL        IR1        Normal        Typ      9650       70
## 1532       2Story     RL        Reg        Normal        Typ      7200       70
## 1533       2Story     RL        IR1        Normal        Typ     11988       70
## 1535       1.5Fin     RL        IR1        Normal        Typ      9260       50
## 1536       1Story     RL        IR1        Normal        Typ      7801       20
## 1540       1.5Fin     RL        Reg        Normal        Typ     12392       50
## 1542       1Story     RL        IR1        Normal        Typ     14778       20
## 1543       2Story     RM        Reg        Normal        Typ      1879      160
## 1544       2Story     RM        Reg        Normal        Typ      1950      160
## 1545       1Story     RM        Reg        Normal        Typ      7000       30
## 1546       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1547       1Story     RM        Reg        Normal        Typ      3636       30
## 1548       1Story     RM        Reg        Normal        Typ      5890       30
## 1549       1Story     RM        Reg        Normal        Typ      6900       30
## 1550       1.5Fin     RM        Reg        Normal        Typ      8155       50
## 1552       1Story     RM        Reg        Normal        Typ      7392       30
## 1553       1.5Fin     RM        Reg        Normal        Typ      9000       50
## 1562       1Story     RM        IR1        Normal        Typ      3811      120
## 1563       1Story     RM        IR1        Normal        Typ      3842      120
## 1564       1Story     RL        IR2        Normal        Typ     23730       20
## 1565       1Story     RL        IR1        Normal        Typ     13265       20
## 1566       2Story     RL        Reg        Normal        Typ     11050       60
## 1567         SLvl     RL        Reg        Normal        Typ      9880       80
## 1568       1Story     RL        Reg        Normal        Typ     10125       20
## 1572       1Story     RL        IR1        Normal        Typ      4084      120
## 1574       1Story     RL        IR1        Normal        Typ     11563       20
## 1577         SLvl     RL        Reg        Normal        Typ      9802       80
## 1578         SLvl     RL        Reg        Normal        Typ      9735       80
## 1580       1Story     RL        IR1        Normal        Typ     12890       20
## 1582       1Story     RL        Reg        Normal        Typ     18265       20
## 1584       1Story     RL        IR1        Normal        Typ     11202       20
## 1585       1Story     RL        IR1        Normal        Typ      7915       20
## 1586       2Story     RL        Reg        Normal        Typ     12244       60
## 1587       1Story     RL        IR1        Normal        Typ     11449       20
## 1592       1Story     RM        Reg        Normal        Typ      4500      120
## 1594       1Story     RM        Reg        Normal        Typ      4224      120
## 1595       2Story     RM        Reg        Normal        Typ      2665      160
## 1596       2Story     RM        Reg        Normal        Typ      2665      160
## 1597       SFoyer     RM        Reg        Normal        Typ      1974      180
## 1598         SLvl     RM        Reg        Normal        Typ      1596      180
## 1599       1Story     RL        IR1        Normal        Typ     17979       20
## 1600       2Story     RM        Reg        Normal        Typ      1477      160
## 1601       SFoyer     RM        Reg        Normal        Typ      1890      180
## 1602       1Story     RL        Reg        Normal        Typ     21750       20
## 1603       1Story     RL        Reg        Normal        Typ      6490       20
## 1604       1Story     RL        IR1        Normal        Typ      6951       20
## 1605       1Story     RL        Reg        Normal        Typ      6600       20
## 1606       1Story     RL        Reg        Normal        Typ      6600       20
## 1607       1Story     RL        Reg        Normal        Typ      6600       20
## 1609       1Story     RL        Reg        Normal        Typ     12395       20
## 1612       1Story     RL        Reg        Normal        Typ     10667       20
## 1613       1Story     RL        Reg        Normal        Typ     10628       20
## 1614       1Story     RL        IR1        Normal        Typ     13651       20
## 1615       1Story     RL        IR1        Normal        Typ     15865       20
## 1616       2Story     RL        IR1        Family        Typ     12394       60
## 1617       2Story     RL        IR1        Normal        Typ     10364       60
## 1618       2Story     RL        IR2        Normal        Typ     13869       60
## 1619       2Story     RL        IR1        Normal        Typ      8773       60
## 1620         SLvl     RL        IR1        Normal        Typ      8872       80
## 1621       1Story     RL        Reg        Normal        Typ      5330      120
## 1622         SLvl     RL        IR1        Normal        Typ     10147       80
## 1624       2Story     RL        Reg        Normal        Typ      7875       60
## 1625       1Story     RL        Reg        Normal        Typ      7875       20
## 1626       2Story     RL        Reg        Normal        Typ      7500       60
## 1627       1Story     RL        IR1        Normal        Typ      9556       20
## 1628         SLvl     RL        IR1        Normal        Typ     10784       80
## 1629         SLvl     RL        IR1        Normal        Typ      9125       80
## 1630       2Story     RL        IR1        Normal        Typ      7655       60
## 1632       1Story     RL        Reg        Normal        Typ      3696      120
## 1634       1Story     RL        IR1        Normal        Typ      4740      120
## 1635       1Story     RL        IR1        Normal        Typ      5118      120
## 1637       2Story     RL        IR1        Normal        Typ     12328       60
## 1644       1Story     RL        IR1        Normal        Typ     12546       20
## 1647       2Story     RL        Reg        Normal        Typ     12090       60
## 1648       1Story     RL        Reg        Normal        Typ     12299       20
## 1649       2Story     RL        IR1        Normal        Typ     11339       60
## 1650       2Story     RL        Reg        Normal        Typ     11952       60
## 1651       2Story     RL        IR1        Normal        Typ     12046       60
## 1652         SLvl     RL        IR1        Normal        Typ     10395       80
## 1653       1Story     RL        Reg        Normal        Typ     11850       20
## 1654         SLvl     RL        Reg        Normal        Typ     11584       60
## 1655       1Story     RL        Reg        Normal        Typ     10400       20
## 1657       1Story     RL        IR1        Normal        Typ     13001       20
## 1658       1Story     RL        IR1        Normal        Typ     12243       20
## 1659       2Story     RL        Reg        Normal        Typ     11700       60
## 1660       2Story     RL        Reg        Normal        Typ     12384       60
## 1661         SLvl     RL        IR1        Normal        Typ      8991       80
## 1662       2Story     RL        Reg        Normal        Typ      8000       60
## 1663         SLvl     RL        Reg        Normal        Typ     10500       80
## 1664       1Story     RL        IR1        Normal        Typ     10530       20
## 1665       2Story     RL        IR1        Normal        Typ      7472       60
## 1667       1Story     RL        Reg        Normal        Typ      7920       20
## 1668       1Story     RL        IR1        Normal        Typ      9758       20
## 1669       1Story     RL        Reg        Normal        Typ      8294       20
## 1670       1Story     RL        IR1        Normal        Typ      7340       20
## 1671       1Story     RL        Reg        Normal        Typ     17199       20
## 1672       1Story     RL        Reg        Normal        Typ      9000       20
## 1673       SFoyer     RH        Reg        Normal        Typ      4058      120
## 1674       1Story     RH        IR1        Normal        Typ      4113      120
## 1675       1Story     RH        IR2        Normal        Typ     10943      120
## 1676       2Story     RM        Reg        Normal        Typ      2205      160
## 1677       2Story     RM        Reg        Normal        Typ      1890      160
## 1678       2Story     RM        Reg        Normal        Typ      2058      160
## 1679       2Story     RM        Reg        Normal        Typ      2016      160
## 1681       1Story     RL        IR1        Normal        Typ      4928      120
## 1682       2Story     RL        Reg        Normal        Typ      2308      160
## 1683       1Story     RL        Reg        Normal        Typ      2304      120
## 1684       1Story     RL        Reg        Normal        Typ      7150       20
## 1698       2Story     RL        Reg        Normal        Typ     13693       60
## 1699       1Story     RL        IR1        Normal        Typ     11428       20
## 1704       2Story     RL        Reg        Normal        Typ      9591       60
## 1708       2Story     RL        IR1        Normal        Typ     13069       60
## 1709       2Story     RL        IR1        Normal        Typ     12099       60
## 1710       2Story     RL        Reg        Normal        Typ     14277       60
## 1711       2Story     RL        Reg        Normal        Typ     11999       60
## 1713       1Story     RL        IR1        Normal        Typ      9926       20
## 1714       1Story     RL        IR1        Normal        Typ      9254       20
## 1716       1Story     RL        IR1        Normal        Typ      7577      120
## 1718       1Story     RL        Reg        Normal        Typ      3903      120
## 1719       1Story     RL        IR1        Normal        Typ      6289      120
## 1720       1Story     RL        Reg        Normal        Typ      4590      120
## 1721       1Story     RL        Reg        Normal        Typ      4590      120
## 1722       1Story     RL        IR1        Normal        Typ      6442      120
## 1723       1Story     RL        IR1        Normal        Typ      7841      120
## 1724       1Story     RL        Reg        Normal        Typ      7313      120
## 1727       1Story     RL        Reg        Normal        Typ      3242      120
## 1729       2Story     RL        Reg        Normal        Typ     10237       60
## 1734       1Story     RL        IR1        Normal        Typ     12216       20
## 1744       1Story     RL        Reg        Normal        Typ      3621      120
## 1746       1Story     RL        IR3        Family        Typ     14572       20
## 1747         SLvl     RL        IR2        Normal        Typ     16219       80
## 1748         SLvl     RL        IR1        Family        Typ     11084       80
## 1749       2Story     RL        IR1        Normal        Typ     11796       60
## 1751       2Story     RL        IR1        Normal        Typ      8244       60
## 1752         SLvl     RL        IR1        Normal        Typ     11950       80
## 1753       2Story     RL        Reg        Normal        Typ      7875       60
## 1755       2Story     RL        IR1        Normal        Typ      8740       60
## 1756       2Story     RL        Reg        Normal        Typ      7917       60
## 1757         SLvl     RL        IR1        Normal        Typ      9967       80
## 1758       2Story     RL        Reg        Normal        Typ      7750       60
## 1759       2Story     RL        IR1        Normal        Typ      9487       60
## 1760       2Story     RL        IR1        Normal        Typ      9649       60
## 1763       2Story     RL        Reg        Normal        Typ     11000       60
## 1766       2Story     RL        IR1        Normal        Typ     11002       60
## 1767       2Story     RL        Reg        Normal        Typ     10790       60
## 1769       2Story     RL        IR1        Normal        Typ      9920       60
## 1770       2Story     RL        IR1        Normal        Typ     11787       60
## 1772       2Story     RL        IR1        Normal        Typ     12257       60
## 1774       2Story     RL        Reg        Normal        Typ     11762       60
## 1775       2Story     RL        IR1        Normal        Typ      9044       60
## 1778       1Story     RL        IR1        Normal        Typ     11670       20
## 1779       1Story     RL        IR1        Normal        Typ     15256       20
## 1780       1Story     RL        Reg        Family        Typ     10612       20
## 1782       1Story     RL        IR1        Normal        Typ     13501       20
## 1787       1Story     RL        Reg        Normal        Typ     10000       20
## 1788       1Story     RL        Reg        Normal        Typ      8847       20
## 1790       1Story     RL        Reg        Normal        Typ      8251       20
## 1791       1Story     RL        Reg        Normal        Typ     10084       20
## 1792       2Story     RL        Reg        Family        Typ      9605       60
## 1793       2Story     RL        Reg        Normal        Typ      8778       60
## 1798       2Story     FV        Reg        Normal        Typ      9000       60
## 1801       1Story     FV        Reg        Normal        Typ     11096       20
## 1804       1Story     FV        IR1        Normal        Typ     11824       20
## 1806       2Story     FV        IR1        Normal        Typ     11143       60
## 1808       1Story     RL        Reg        Normal        Typ      7500       20
## 1809       1Story     RL        Reg        Normal        Typ     12450       20
## 1810       1Story     RL        IR1        Normal        Typ      7441       20
## 1811       2Story     RL        IR1        Normal        Typ      8462       60
## 1812       2Story     RL        IR2        Normal        Typ     11613       60
## 1813       1Story     RL        Reg        Normal        Typ      8450       20
## 1814       1Story     RL        IR3        Normal        Typ     16196       20
## 1815       1Story     RL        Reg        Normal        Typ      8012      120
## 1816       2Story     RL        Reg        Normal        Typ      8012      160
## 1817       SFoyer     RL        IR1        Normal        Typ      9180       85
## 1819       1Story     RL        Reg        Normal        Typ      6285       20
## 1820       1Story     RL        Reg        Normal        Typ      8480       20
## 1821       1Story     RL        Reg        Normal        Typ      7420       20
## 1822       1Story     RL        IR1        Normal        Typ      7758       20
## 1823       1Story     RL        Reg        Normal        Typ      6970       20
## 1825       1Story     RL        Reg        Normal        Typ      7476       20
## 1826       1Story     RL        IR1        Normal        Typ      9945       20
## 1827       1Story     RL        IR1        Normal        Typ      6173       20
## 1828       2Story     RL        IR1        Normal        Typ     19522       60
## 1829       2Story     RL        IR1        Normal        Typ     17542       60
## 1830       1Story     RL        IR1        Normal        Typ     10751       20
## 1833       2Story     RL        IR1        Normal        Typ      9572       60
## 1835       1Story     FV        IR1        Normal        Typ      4379      120
## 1843       2Story     FV        Reg        Normal        Typ      2280      160
## 1844       2Story     FV        Reg        Normal        Typ      3230      160
## 1845       2Story     FV        Reg        Normal        Typ      2117      160
## 1846       2Story     FV        Reg        Normal        Typ      2117      160
## 1847       2Story     FV        Reg        Normal        Typ      2117      160
## 1848       2Story     FV        IR2        Normal        Typ      5105      160
## 1849       2Story     FV        Reg        Normal        Typ      2645      160
## 1850       2Story     FV        IR1        Normal        Typ      7399       60
## 1851       1Story     FV        IR1        Normal        Typ      7321       20
## 1852       2Story     FV        IR1        Normal        Typ      8010       60
## 1853       2Story     FV        IR1        Normal        Typ      8413       60
## 1854       1Story     RL        IR2        Normal        Typ      9466      120
## 1855       1Story     RL        Reg        Normal        Typ     12000       20
## 1856         SLvl     RL        IR1        Normal        Typ     16157       80
## 1857       1Story     RL        IR1        Normal        Typ     10768       20
## 1858       1Story     RL        IR1        Normal        Typ      3840      120
## 1859         SLvl     RL        Reg        Normal        Typ      9600       80
## 1860       1Story     RL        Reg        Normal        Typ      9600       20
## 1863       2Story     FV        Reg        Normal        Typ      7050       60
## 1864       1Story     RL        Reg        Normal        Typ     11700       20
## 1865       2Story     RL        Reg        Normal        Typ      8000       60
## 1866       SFoyer     RL        IR1        Normal        Typ      8723       85
## 1867       1Story     RL        Reg        Normal        Typ     11700       20
## 1868       1Story     RL        IR1        Normal        Typ     11358       20
## 1869       1Story     RL        Reg        Normal        Typ      9547       20
## 1870       2Story     RL        Reg        Normal        Typ     10530       60
## 1871       1Story     RL        IR1        Normal        Typ     11500       90
## 1872       1Story     RL        IR1        Normal        Typ     10738       20
## 1873       1Story     RL        Reg        Normal        Typ      9600       20
## 1874       1Story     RL        Reg        Normal        Typ     10800       20
## 1875       1Story     RL        Reg        Normal        Typ      8050       20
## 1876       1Story     RL        IR1        Normal        Typ     10355       20
## 1877       1Story     RL        Reg        Normal        Typ     10289       20
## 1879       1Story     RL        IR1        Normal        Typ     10624       90
## 1880       1Story     RL        IR1        Normal        Typ     10899       90
## 1882       1Story     RL        IR1        Normal        Typ     12772       20
## 1883       1Story     RL        IR1        Normal        Typ      8892       20
## 1884         SLvl     RL        Reg        Normal        Typ     10482       80
## 1885       1Story     RL        IR1        Normal        Typ      7535       20
## 1887       1Story     RL        IR1        Normal        Typ      8339       20
## 1888       1Story     RL        IR1        Normal        Typ     14357       20
## 1889       1Story     RL        IR1        Normal        Typ      8243       20
## 1890       1Story     RL        Reg        Normal        Typ      8680       20
## 1891       1Story     RL        Reg        Normal        Typ      8800       20
## 1892         SLvl     RL        Reg        Normal        Typ      9200       80
## 1894       2Story     RL        Reg        Normal        Typ      8800       60
## 1895       1Story     RL        IR1        Normal        Typ     11382       20
## 1896       1Story     RL        Reg        Normal        Typ     22002       20
## 1897       1Story     RL        IR1        Normal        Typ     14585       20
## 1898       1Story     RL        Reg        Normal        Typ      7388       20
## 1899       1Story     RL        Reg        Normal        Typ      9842       90
## 1900       1Story     RL        IR1        Normal        Typ      8280       20
## 1901       1.5Unf     RL        Reg        Normal        Typ     12172       45
## 1903       1Story     RL        Reg        Normal        Typ      5000       20
## 1904       1.5Fin     RL        Reg        Normal        Typ      3500       50
## 1905       1Story     RL        Reg        Normal        Typ      5175       20
## 1906       2Story     RL        Reg        Normal        Typ      9500       60
## 1907       1Story     RL        Reg        Normal        Typ      9600       20
## 1908       2Story     RL        Reg        Normal        Typ     11345       90
## 1909       1.5Fin     RL        Reg        Normal        Typ      9492       50
## 1910       2Story     RL        Reg        Normal        Typ      9480       70
## 1911       1Story     RL        Reg        Normal        Typ      8668       90
## 1912       SFoyer     RL        IR1        Normal        Typ     10050       85
## 1913         SLvl     RL        IR1        Normal        Typ      9600       80
## 1914       1Story     RL        Reg        Normal        Typ     10150       20
## 1915       1.5Fin     RL        Reg        Normal        Typ     11344       50
## 1917       1Story     RL        Reg        Normal        Typ      8760       20
## 1918       1Story     RL        IR1        Normal        Typ      6860       20
## 1919       1Story     RL        Reg        Normal        Typ      8250       20
## 1920       1Story     RL        Reg        Normal        Typ      8176       20
## 1921       1Story     RL        Reg        Normal        Typ      9750       20
## 1922       1Story     RL        Reg        Normal        Typ      9250       20
## 1923       1Story     RL        IR1        Normal        Typ     11988       20
## 1924       1Story     RL        Reg        Normal        Typ      9100       20
## 1925       1Story     RL        Reg        Normal        Typ      9736       20
## 1926       1Story     RL        Reg        Normal        Typ      9770       20
## 1927       1Story     RL        Reg        Normal        Typ     10152       20
## 1928       1Story     RL        IR3        Normal        Typ     12155       20
## 1929       1Story     RL        IR1        Normal        Typ     12198       20
## 1930       1Story     RL        Reg        Normal        Typ     10050       20
## 1931       1Story     RL        Reg        Normal        Typ     11556       20
## 1932       1Story     RL        Reg        Normal        Typ      8078       90
## 1933       1Story     RL        Reg        Normal        Typ     10950       20
## 1934       1Story     RL        Reg        Normal        Typ      7942       20
## 1935       1Story     RL        Reg        Normal        Typ      8923       20
## 1936       1Story     RL        Reg        Normal        Typ      8540       20
## 1938       1.5Fin     RL        Reg        Normal        Typ      7150       50
## 1939       1Story     RL        Reg        Normal        Typ      8400       20
## 1940       1Story     RL        Reg        Normal        Typ     13300       20
## 1942       1Story     RL        Reg        Normal        Typ     15783       20
## 1943       1.5Fin     RL        Reg        Normal        Typ     14190       50
## 1944       1.5Unf     RL        Reg        Normal        Typ      9600       45
## 1945       1.5Fin     RL        IR1        Normal        Typ     12099       50
## 1947       1.5Fin     RL        Reg        Normal        Typ     10134       50
## 1948       1.5Unf     RL        Reg        Normal        Typ      5500       45
## 1950       1Story     RL        Reg        Normal        Typ     10800       30
## 1951       2Story     RL        Reg        Normal        Typ     10800       70
## 1953         SLvl     RL        IR1        Normal        Typ     10090       80
## 1955       1Story     RL        IR1        Normal        Typ      8300       20
## 1957       1.5Fin     RL        Reg        Normal        Typ      8064       50
## 1958       1Story     RL        Reg        Normal        Typ     11664       20
## 1959       1.5Fin     RL        Reg        Normal        Typ     10496       50
## 1960       1Story     RL        Reg        Normal        Typ      7200       20
## 1962       1Story     RL        Reg        Normal        Typ      7200       20
## 1963       1Story     RL        Reg        Family        Typ      7000       20
## 1964       1Story     RL        Reg        Normal        Typ      7500       20
## 1965       1Story     RL        Reg        Normal        Typ      7315       20
## 1966       1Story     RL        Reg        Family        Typ      7903       20
## 1967       1Story     RL        Reg        Normal        Typ      8000       20
## 1968       1Story     RL        Reg        Normal        Typ      8000       90
## 1969       1Story     RL        Reg        Normal        Typ      7000       20
## 1970       2Story     RL        Reg        Normal        Typ      9760       60
## 1971       2Story     RL        Reg        Normal        Typ      7590       60
## 1972       1Story     RL        Reg        Normal        Typ      6600       20
## 1973       SFoyer     RL        Reg        Normal        Typ      6760       85
## 1974       1Story     RM        Reg        Normal        Typ      6978       30
## 1976       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1977       1Story     RM        Reg        Normal        Typ      4480       30
## 1978       SFoyer     RM        Reg        Normal        Typ      7200       90
## 1979       1Story     RM        Reg        Normal        Typ      3153       30
## 1980       1Story     RM        Reg        Normal        Typ     10800       30
## 1981       1Story     RM        Reg        Normal        Typ      7200       30
## 1982       1.5Fin     RM        Reg        Normal        Typ      9000       50
## 1983       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 1985       1.5Fin     RM        Reg        Normal        Typ      5925       50
## 1986       1Story     RM        Reg        Normal        Typ      6000       30
## 1987       2Story     RM        Reg        Normal        Typ      9639       70
## 1988       1Story     RM        Reg        Normal        Typ      3880       30
## 1989       1Story     RM        Reg        Normal        Typ      8520       30
## 1990       2Story     RM        IR1        Normal        Typ     10337       70
## 1992       1.5Fin     RM        Reg        Normal        Typ      9600       50
## 1993       2Story     RM        Reg        Normal        Typ      4571       70
## 1995       1.5Fin     RM        Reg        Normal        Typ      8398       50
## 2000       1Story     RM        Reg        Normal        Typ      5400       40
## 2003       1.5Fin     RM        Reg        Normal        Typ      9439       50
## 2004       1Story     RM        Reg        Normal        Typ      8626       20
## 2007       1.5Fin     RM        Reg        Normal        Typ      8674       50
## 2009       1.5Fin     RL        IR1        Normal        Typ      8737       50
## 2010       1.5Fin     RM        Reg        Normal        Typ      6125       50
## 2011       2Story     RM        Reg        Normal        Typ      6000       70
## 2012       1.5Fin     RM        Reg        Normal        Typ      6000       50
## 2013       1.5Unf     RM        Reg        Normal        Typ      6120       45
## 2014       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2015       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2016       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2017       1.5Fin     RM        Reg        Normal        Typ      6120       50
## 2018       2Story     RM        Reg        Normal        Typ      6120       70
## 2019       1.5Unf     RM        Reg        Normal        Typ      6120       45
## 2020       1.5Fin     RM        Reg        Normal        Typ      6240       50
## 2021       1Story     RM        Reg        Normal        Typ      6180       30
## 2022       2Story     RM        Reg        Normal        Typ      7755       70
## 2023       2Story     RL        Reg        Normal        Typ     13515       70
## 2024       1.5Fin     RL        Reg        Normal        Typ      8850       50
## 2025       1.5Fin     RL        Reg        Family        Typ      8550       50
## 2026       2Story     RL        Reg        Normal        Typ      8730       70
## 2027       2Story     RM        IR1        Normal        Typ      5700       70
## 2029       1.5Fin     RM        Reg       AdjLand        Typ      5680       45
## 2030       1.5Fin     RM        Reg       AdjLand        Typ      5680       50
## 2031       1.5Fin     RM        Reg        Normal        Typ      7758       50
## 2032       1.5Unf     RM        Reg        Normal        Typ      7449       45
## 2033         SLvl     RM        Reg        Normal        Typ     13200       80
## 2034       2Story     RM        Reg        Normal        Typ      6882       70
## 2035       1.5Fin     RM        Reg        Normal        Typ      9000       50
## 2036       2Story     RM        Reg        Normal        Typ      9780       60
## 2037       1.5Fin     RM        Reg        Normal        Typ     10320       50
## 2039       2.5Unf     RM        Reg        Normal        Typ      7200       75
## 2040       1Story     RM        Reg        Normal        Typ      4800       30
## 2041       1.5Fin     RM        IR1        Normal        Typ     12358       50
## 2043       1.5Unf     RM        IR1        Normal        Typ      4388       45
## 2045       2Story     RL        Reg        Normal        Typ     12888       70
## 2047       1.5Fin     RL        Reg       AdjLand        Typ      8160       50
## 2048       1.5Fin     RL        IR1        Normal        Typ      4484      190
## 2049       SFoyer     RL        Reg        Normal        Typ     11235      190
## 2051       1Story     RL        Reg        Normal        Typ     14299       20
## 2052       1Story     RL        Reg        Normal        Typ      7943       20
## 2053         SLvl     RL        IR1        Normal        Typ     14149       80
## 2054       1Story     RL        IR1        Normal        Typ     11677       20
## 2055       SFoyer     RL        Reg        Normal        Typ      8400       85
## 2056       1Story     RL        IR1        Normal        Typ      7094       20
## 2057       1Story     RL        IR1        Family        Typ      8978       20
## 2058       1Story     RL        Reg        Normal        Typ      8425      190
## 2059       1Story     RL        IR1        Normal        Typ      8665       20
## 2060       1Story     RL        IR1        Normal        Typ      8398       20
## 2061       1Story     RL        Reg        Normal        Typ      7742       20
## 2062       1Story     RL        Reg        Normal        Typ      8724       20
## 2063       1Story     RL        Reg        Normal        Typ      8197       20
## 2064       1Story     RL        Reg        Normal        Typ      8169       20
## 2065       1Story     RL        Reg        Normal        Typ     14175       20
## 2067       1Story     RL        Reg        Normal        Typ     25339       30
## 2068       1.5Fin     RL        Reg        Normal        Typ      6960       50
## 2069       1Story     RL        Reg        Normal        Typ     11375       20
## 2070       1Story     RL        Reg        Normal        Typ     13770       20
## 2073       1Story     RL        Reg        Normal        Typ     11075       20
## 2074       2Story     RL        IR1        Normal        Typ     10029       60
## 2075       1Story     RL        IR1        Normal        Typ     17541       20
## 2079       1Story     RL        Reg        Normal        Typ     12615       20
## 2080       1.5Fin     RL        Reg        Normal        Typ     10512       50
## 2081       1Story     RL        Reg        Normal        Typ      5400       20
## 2084       1Story     RL        IR1        Normal        Typ      9098       30
## 2085       1Story     RL        Reg        Normal        Typ      3869      120
## 2086       1Story     RL        Reg        Normal        Typ      9280       20
## 2087       1.5Fin     RL        Reg        Normal        Typ     11100       50
## 2088       1.5Fin     RL        Reg        Normal        Typ      7550       50
## 2089       1Story     RL        Reg        Normal        Typ      9060       20
## 2091       1Story     RL        IR1        Normal        Typ     10357       20
## 2092       2Story     RL        Reg        Normal        Typ     13474       60
## 2093       2Story     RL        IR1        Normal        Typ     10380       60
## 2094       2Story     RL        IR1        Normal        Typ     13125       60
## 2095       2Story     RL        Reg        Normal        Typ     11287       60
## 2096       2Story     RL        Reg        Normal        Typ      9317       60
## 2107       1Story     RL        Reg        Normal        Typ      8556       20
## 2109       1Story     RL        IR1        Normal        Typ     11750       20
## 2110       1Story     RL        Reg        Normal        Typ      8760       20
## 2111       1Story     RL        Reg        Normal        Typ      7242       20
## 2112       2Story     RL        Reg        Normal        Typ      9316       60
## 2113       1Story     RL        IR1        Normal        Typ      9317       20
## 2114       2Story     RL        IR1        Normal        Typ     14364       60
## 2115       2Story     RL        IR1        Normal        Typ      8883       60
## 2117       2Story     RL        IR2        Normal        Typ     53107       60
## 2118       2Story     RL        IR1        Normal        Typ     12205       60
## 2119       1Story     RL        IR1        Normal        Typ     20064       20
## 2120       1Story     RL        IR2        Normal        Typ     14217       20
## 2121       1Story     RL        Reg        Normal        Typ      8775       20
## 2122       1Story     RL        IR2        Normal        Typ     11249       20
## 2123       2Story     RL        IR1        Normal        Typ     10021       60
## 2124       2Story     RL        IR1        Normal        Typ      9531       60
## 2125       1Story     RL        IR2        Normal        Typ      8428       20
## 2126       1Story     RL        IR2        Normal        Typ     16561       20
## 2127       1Story     RL        Reg        Normal        Typ      8070       20
## 2128       2Story     RL        IR1        Normal        Typ      9337       60
## 2129       2Story     RL        IR2        Normal        Typ     10820       60
## 2130       2Story     RL        IR2        Normal        Typ     12352       60
## 2131       2Story     RL        IR1        Normal        Typ      9543       60
## 2132       2Story     RL        Reg        Normal        Typ      8826       60
## 2133       1Story     RL        IR1        Normal        Typ     10665       20
## 2134       2Story     RL        Reg        Normal        Typ     11317       60
## 2135       1Story     RL        IR1        Family        Typ     11800       20
## 2136         SLvl     RL        IR1        Normal        Typ      8660       80
## 2137         SLvl     RL        Reg        Normal        Typ      9720       80
## 2138       1Story     RL        IR1        Normal        Typ      8982       20
## 2139       1Story     RL        IR1        Normal        Typ     16300       20
## 2140       1Story     RL        Reg        Normal        Typ      9675       20
## 2141       1Story     RL        Reg        Normal        Typ      7700       20
## 2142       1Story     RL        Reg        Normal        Typ     10356       20
## 2143       1Story     RL        Reg        Normal        Typ      7200       20
## 2144       1Story     RL        Reg        Normal        Typ      7200       20
## 2145       1Story     RL        Reg        Normal        Typ     10386       20
## 2146       2Story     RL        Reg        Normal        Typ      9375       60
## 2147       1Story     RL        Reg        Normal        Typ     11354       20
## 2148       1Story     RL        Reg        Normal        Typ      8749       20
## 2149       2Story     RL        Reg        Normal        Typ      8749       60
## 2150       2Story     RL        Reg        Normal        Typ      8158       60
## 2151       2Story     RL        IR3        Normal        Typ     16226       60
## 2152       1Story     RL        Reg        Normal        Typ     11927       20
## 2153       2Story     RL        Reg        Normal        Typ     12728       60
## 2155       1Story     RL        IR1        Normal        Typ     11248       20
## 2156       2Story     RL        Reg        Normal        Typ     10000       60
## 2157       1Story     RM        Reg        Normal        Typ      4435      120
## 2158       1Story     RL        IR2        Normal        Typ     17227       20
## 2159       2Story     RL        Reg        Normal        Typ      8200       60
## 2160       1Story     RL        Reg        Normal        Typ      8450       20
## 2162       2Story     RL        IR1        Normal        Typ      9245       60
## 2163       1Story     RL        Reg        Normal        Typ      8500       20
## 2164       1Story     RL        Reg        Normal        Typ      8769       20
## 2166       2Story     RL        Reg        Normal        Typ      8333       60
## 2167       2Story     RL        IR1        Normal        Typ      9045       60
## 2168       1Story     RL        Reg        Normal        Typ      9170       20
## 2170       1Story     RL        Reg        Normal        Typ      8308       20
## 2171       1Story     RL        Reg        Normal        Typ     10921       20
## 2172       1.5Fin     RL        Reg        Normal        Typ     16287       50
## 2174       SFoyer     RL        Reg        Normal        Typ     11841       90
## 2175         SLvl     RL        Reg        Normal        Typ      6285       80
## 2176       1Story     RL        IR1        Normal        Typ      7917       20
## 2179       1Story     RL        Reg        Normal        Typ      7024       20
## 2180       2Story     RL        Reg        Normal        Typ      7023       60
## 2183       SFoyer     RM        Reg        Normal        Typ      3675      180
## 2184       1Story     RL        Reg        Normal        Typ      6400       20
## 2185       1Story     RL        Reg        Normal        Typ      6882       90
## 2186       1Story     RL        Reg        Normal        Typ     10215       20
## 2188       1Story     RH        Reg        Normal        Typ      4270       30
## 2189       1.5Fin     RL        Reg        Normal        Typ     10042       40
## 2192       1Story     RL        Reg        Normal        Typ      8172       20
## 2193       1Story     RL        Reg        Family        Typ      8172       20
## 2194       1Story     RL        Reg        Normal        Typ      8190       20
## 2197       2Story     RL        Reg        Normal        Typ     10592       70
## 2198       1.5Unf     RL        Reg        Normal        Typ     10594       45
## 2199       1Story     RL        Reg        Normal        Typ      7223       30
## 2200       1.5Fin     RL        Reg        Normal        Typ      6821       50
## 2201       1.5Fin     RL        Reg        Normal        Typ      7200       50
## 2202       2Story     RL        Reg        Normal        Typ      4000       70
## 2203       2Story     RL        Reg        Normal        Typ      6720       70
## 2204       1.5Fin     RL        Reg        Normal        Typ      7642       50
## 2205       2Story     RL        Reg        Normal        Typ      7155       70
## 2206       2.5Unf     RL        Reg        Normal        Typ      7128       75
## 2207       1Story     RL        Reg        Normal        Typ      4280       30
## 2208       1.5Fin     RL        Reg        Normal        Typ      5362       50
## 2209       1Story     RL        Reg        Normal        Typ      6305       30
## 2210       2Story     RH        IR1        Normal        Typ      7136       90
## 2211       2Story     RH        Reg        Normal        Typ      6270       90
## 2212       2.5Unf     RL        Reg        Normal        Typ      7230       70
## 2214       2Story     RL        IR1        Normal        Typ     22420       70
## 2217       1.5Fin     RL        IR1        Normal        Typ     11275       50
## 2218       1.5Fin     RL        IR1        Normal        Typ      6221      190
## 2220       2Story     RL        IR1        Normal        Typ      7259       70
## 2221       1Story     RL        Reg        Normal        Typ     14442       20
## 2222       2Story     RL        Reg        Normal        Typ     13125       70
## 2224       1Story     RL        IR1        Normal        Typ     25485       20
## 2225       1Story     RL        IR1        Normal        Typ     21579       20
## 2226       2Story     RM        Reg        Normal        Typ      1782      160
## 2227       1Story     RL        IR2        Normal        Typ     17871       20
## 2228       1Story     RM        IR1        Normal        Typ      3907      120
## 2229       1Story     RL        IR1        Normal        Typ     20693       20
## 2231       1Story     RL        IR1        Normal        Typ     18044       20
## 2232       1.5Fin     RM        Reg        Normal        Typ      8500       50
## 2233       1.5Fin     RM        Reg        Normal        Typ      7000       50
## 2234       1.5Unf     RM        Reg        Normal        Typ      5000       45
## 2235       1.5Fin     RM        Reg        Normal        Typ      7288       50
## 2236       1.5Fin     RM        Reg        Normal        Typ      6060       50
## 2238       1Story     RM        Reg        Normal        Typ      3672       30
## 2239       1Story     RM        Reg        Normal        Typ      8263       30
## 2241       1.5Fin     RM        Reg        Normal        Typ     13710       50
## 2247       1Story     RM        IR1        Family        Typ      4750      120
## 2248       SFoyer     RL        IR1        Normal        Typ     12150       85
## 2249       SFoyer     RL        IR1        Normal        Typ      7540       85
## 2250       1Story     RL        Reg        Normal        Typ      9187       20
## 2251       1Story     RL        Reg        Normal        Typ     10000       20
## 2252       1Story     RL        IR1        Normal        Typ     12864       20
## 2253       1Story     RL        IR1        Normal        Typ      9928       20
## 2254         SLvl     RL        IR1        Normal        Typ      8750       80
## 2255       SFoyer     RL        IR1        Normal        Typ      8410       85
## 2256       1Story     RL        IR1        Normal        Typ      4054      120
## 2258       1Story     RL        Reg        Normal        Typ     16905       20
## 2259       1Story     RL        Reg        Normal        Typ     19958       20
## 2262       1Story     RL        IR1        Normal        Typ      9037       20
## 2265       1Story     RL        Reg        Normal        Typ     10331       20
## 2266       1.5Fin     RL        IR1        Normal        Typ     13758       50
## 2267       2Story     RL        IR1        Normal        Typ      9303       60
## 2268       1Story     RL        IR1        Normal        Typ      6718       20
## 2269         SLvl     RL        IR1        Normal        Typ      9590       80
## 2270       1Story     RL        Reg        Normal        Typ     11305       20
## 2271       1Story     RL        IR1        Normal        Typ      7777       20
## 2272       1Story     RL        Reg        Normal        Typ     14536       20
## 2273       2Story     RL        IR1        Normal        Typ     11800       60
## 2274       1Story     RL        Reg        Normal        Typ     35133       20
## 2277       2Story     RL        IR1        Normal        Typ     12665       60
## 2280       SFoyer     RM        IR1        Normal        Typ      6710      120
## 2281       1Story     RL        Reg        Normal        Typ     25286       20
## 2282       1Story     RL        Reg        Normal        Typ     25000       90
## 2283       1Story     RL        Reg        Normal        Typ     32463      190
## 2284       1Story     RM        Reg        Normal        Typ      4224      120
## 2285       1Story     RM        Reg        Normal        Typ      4224      120
## 2286       2Story     RM        Reg        Normal        Typ      1504      160
## 2287         SLvl     RM        Reg        Normal        Typ      1533      180
## 2288       2Story     RM        Reg        Normal        Typ      1495      160
## 2289       2Story     RM        Reg        Normal        Typ      2001      160
## 2290       SFoyer     RM        Reg        Normal        Typ      1936      180
## 2291       2Story     RM        Reg        Normal        Typ      1890      160
## 2292         SLvl     RL        IR1        Normal        Typ     11333       80
## 2293       SFoyer     RL        Reg        Normal        Typ      9129       85
## 2294         SLvl     RL        IR1        Normal        Typ     15957       80
## 2296       2Story     RL        IR1        Normal        Typ      8286       60
## 2297       SFoyer     RL        Reg        Normal        Typ      6723       85
## 2298       SFoyer     RL        Reg        Normal        Typ      7244       85
## 2300       1Story     RL        Reg        Normal        Typ      7599       20
## 2301       1Story     RL        IR2        Normal        Typ     11000       20
## 2302       1Story     RL        Reg        Normal        Typ      8314       20
## 2303       1Story     RL        IR1        Normal        Typ     11625       20
## 2305       1Story     RL        Reg        Normal        Typ     10447       20
## 2306       1Story     RL        IR1        Normal        Typ     11027       20
## 2307       1Story     RL        IR1        Normal        Typ     10533       20
## 2308       1Story     RL        IR1        Normal        Typ     11765       20
## 2310       1Story     RL        Reg        Normal        Typ     11727       20
## 2311       2Story     RL        IR1        Normal        Typ      8238       60
## 2312       2Story     RL        IR1        Normal        Typ     13006       60
## 2313       2Story     RL        IR2        Normal        Typ     13041       60
## 2314       2Story     RL        IR2        Normal        Typ     13031       60
## 2315       2Story     RL        IR1        Normal        Typ      9783       60
## 2316       2Story     RL        IR1        Normal        Typ     11207       60
## 2319       2Story     RL        IR1        Normal        Typ     13128       60
## 2320       2Story     RL        IR1        Normal        Typ     10463       60
## 2323       2Story     RL        IR1        Normal        Typ     13108      160
## 2324       1Story     RL        IR1        Normal        Typ      8076       20
## 2325       2Story     RL        IR1        Normal        Typ      7685       60
## 2326       2Story     RL        IR1        Normal        Typ      9084       60
## 2328       2Story     RL        IR1        Normal        Typ      5306      160
## 2329       1Story     RL        IR1        Normal        Typ      6563      120
## 2338       2Story     RL        IR2        Normal        Typ     14762       60
## 2339       1Story     RL        Reg        Normal        Typ     34650      190
## 2340       1Story     RL        Reg        Normal        Typ      8147      120
## 2343       1Story     RL        Reg        Normal        Typ     14145       20
## 2344       1.5Fin     RL        IR1        Normal        Typ     13837       50
## 2345       2Story     RL        IR1        Normal        Typ     16659       60
## 2346       2Story     RL        IR1        Normal        Typ     18800       60
## 2347       SFoyer     RL        IR1        Normal        Typ     10464       85
## 2348       1Story     RL        Reg        Normal        Typ     10400       20
## 2349       2Story     RL        Reg        Normal        Typ     10530       60
## 2350       1Story     RL        Reg        Normal        Typ     10240       20
## 2352       2Story     RL        Reg        Normal        Typ     11475       60
## 2353       SFoyer     RL        IR1        Normal        Typ      9927       85
## 2355         SLvl     RL        Reg        Normal        Typ     10530       80
## 2356       1Story     RL        Reg        Normal        Typ     10140       20
## 2357       2Story     RL        Reg        Normal        Typ     10140       60
## 2358       1Story     RL        Reg        Normal        Typ     10140       20
## 2359       1Story     RL        Reg        Normal        Typ     10000       20
## 2362       1Story     RL        IR1        Normal        Typ      8125       20
## 2363       1Story     RL        Reg        Normal        Typ      7200       20
## 2364       1Story     RH        IR2        Normal        Typ      8773      120
## 2365       2Story     RM        Reg        Normal        Typ      2760      160
## 2367       2Story     RM        Reg        Normal        Typ      1953      160
## 2368       2Story     RM        Reg        Normal        Typ      1890      160
## 2370       2Story     RM        Reg        Normal        Typ      1680      160
## 2371       2Story     RM        Reg        Normal        Typ      1680      160
## 2372       2Story     RM        Reg        Normal        Typ      1680      160
## 2373       2Story     RM        Reg        Normal        Typ      1680      160
## 2374       1Story     RL        Reg        Normal        Typ      4043      120
## 2375       1Story     RL        Reg        Normal        Typ      7514       20
## 2376       SFoyer     RL        Reg        Normal        Typ      7838       85
## 2377       1Story     RL        Reg        Normal        Typ      2280      120
## 2378       2Story     RL        Reg        Normal        Typ      2179      160
## 2379       1Story     RL        Reg        Normal        Typ     16737       20
## 2382       1Story     RL        Reg        Normal        Typ     16163       20
## 2386       1Story     RL        IR1        Normal        Typ     16033       20
## 2388       2Story     RL        Reg        Normal        Typ     13418       60
## 2390       2Story     RL        Reg        Normal        Typ     10240       60
## 2402       2Story     RL        Reg        Normal        Typ     10927       60
## 2403       2Story     RL        IR1        Normal        Typ     13215       60
## 2404       1Story     RL        IR1        Normal        Typ      7052      120
## 2405       1Story     RL        Reg        Normal        Typ      5911      120
## 2410       1Story     RL        IR1        Normal        Typ      3136      120
## 2421       1Story     RL        Reg        Normal        Typ      3196      120
## 2422       1Story     RL        Reg        Normal        Typ      3196      120
## 2423       1Story     RL        Reg        Normal        Typ      2938      120
## 2424       1Story     RM        Reg        Normal        Typ      3072      120
## 2425       1Story     RM        Reg        Normal        Typ      3072      120
## 2428       1Story     RL        Reg        Normal        Typ      3013      120
## 2431       2Story     RL        IR3        Normal        Typ     21930       60
## 2432       2Story     RL        IR1        Normal        Typ      7861       60
## 2433       2Story     RL        IR1        Normal        Typ      9056       60
## 2434       2Story     RL        IR1        Normal        Typ      9171       60
## 2435       2Story     RL        IR1        Normal        Typ     11194       60
## 2436       2Story     RL        Reg        Normal        Typ      7875       60
## 2437       2Story     RL        IR1        Normal        Typ      8121       60
## 2438       2Story     RL        IR1        Normal        Typ      8658       60
## 2439       2Story     RL        IR1        Normal        Typ     11214       60
## 2440       2Story     RL        IR1        Normal        Typ     10852       60
## 2442       2Story     RL        IR1        Normal        Typ      8738       60
## 2443       2Story     RL        Reg        Normal        Typ      9452       60
## 2444       2Story     RL        IR1        Normal        Typ      9660       60
## 2445       2Story     RL        Reg        Normal        Typ      9545       60
## 2448       2Story     RL        IR1        Normal        Typ     12011       60
## 2450       2Story     RL        IR1        Normal        Typ     10019       60
## 2452       2Story     RL        IR1        Normal        Typ     10236       60
## 2453       2Story     RL        Reg        Normal        Typ     10120       60
## 2454       2Story     RL        IR1        Normal        Typ     12585       60
## 2459       1Story     RL        Reg        Normal        Typ      8688       20
## 2466       2Story     FV        Reg        Normal        Typ      8125       60
## 2469       1Story     FV        Reg        Normal        Typ      7500       20
## 2471       1Story     RL        IR1        Normal        Typ      7733       20
## 2476       2Story     RL        Reg        Normal        Typ      7800       60
## 2477       2Story     RL        IR1        Normal        Typ      7632       60
## 2478       2Story     RL        IR1        Normal        Typ      8304       60
## 2479       2Story     RL        Reg        Normal        Typ      7153       60
## 2480       2Story     RL        IR2        Family        Typ      9370       60
## 2481       1Story     RL        Reg        Normal        Typ      7175      120
## 2482       1Story     RL        Reg        Normal        Typ      7175      120
## 2483       2Story     RL        IR1        Normal        Typ      9019       60
## 2484       1Story     RH        Reg        Normal        Typ      8900       20
## 2486       1Story     RL        Reg        Normal        Typ      9100       20
## 2488       1.5Fin     RM        Reg        Normal        Typ      8927       90
## 2490         SLvl     RL        IR1        Normal        Typ      8471       80
## 2491       1Story     RL        IR1        Normal        Typ      9308       20
## 2492       1Story     RL        Reg        Normal        Typ      8450       20
## 2493       1Story     RL        IR1        Normal        Typ      8638       20
## 2494       1Story     RL        IR1        Normal        Typ     13052       20
## 2495       1Story     RL        IR1        Normal        Typ     13526       20
## 2496       1Story     RL        IR1        Normal        Typ      8020       20
## 2497       1Story     RL        Reg        Normal        Typ      6993       20
## 2498       1Story     RL        IR1        Normal        Typ      8789       20
## 2500       2Story     RL        Reg        Normal        Typ     16059       60
## 2501       2Story     RL        Reg        Normal        Typ     11025       60
## 2503       2Story     RL        IR1        Normal        Typ     13346       60
## 2504       1Story     RL        Reg        Normal        Typ     12461       20
## 2505       1Story     FV        Reg        Normal        Typ      3628      120
## 2506       1Story     FV        IR1        Normal        Typ      3316      120
## 2507       2Story     FV        Reg        Normal        Typ      3180      160
## 2508       2Story     FV        Reg        Normal        Typ      2544      160
## 2509       2Story     FV        Reg        Normal        Typ      2544      160
## 2511       2Story     FV        Reg        Normal        Typ      2998      160
## 2512       2Story     FV        Reg        Normal        Typ      3735      160
## 2513       2Story     FV        Reg        Normal        Typ      2651      160
## 2514       2Story     FV        IR1        Normal        Typ      4447      160
## 2515       2Story     FV        IR1        Normal        Typ      8314       60
## 2516       1Story     FV        IR1        Normal        Typ      7180       20
## 2517       1Story     RL        IR1        Normal        Typ      9549      120
## 2518       1Story     RL        IR1        Normal        Typ     11250       20
## 2519       1Story     RL        IR1        Normal        Typ      3760      120
## 2520       1Story     RL        IR1        Normal        Typ      3640      120
## 2521       1Story     RL        IR1        Normal        Typ      3874      120
## 2522       1Story     RL        IR1        Normal        Typ      3876      120
## 2524       1Story     RL        IR1        Normal        Typ     13110      190
## 2525         SLvl     RL        IR1        Normal        Typ     10192       80
## 2526       1Story     RL        IR2        Normal        Typ     20781       20
## 2527       2Story     RL        Reg        Normal        Typ     11700       60
## 2528       2Story     RL        IR1        Normal        Typ     11029       60
## 2530       1Story     RL        Reg        Normal        Typ     10140       20
## 2531       1Story     RL        Reg        Normal        Typ      9600       20
## 2532         SLvl     RL        Reg        Normal        Typ      9750       80
## 2533       1Story     RL        Reg        Normal        Typ      9600       20
## 2534       2Story     RL        Reg        Normal        Typ      8640       60
## 2536       1Story     RL        Reg        Normal        Typ      8400       20
## 2537       SFoyer     RL        Reg        Normal        Typ      8400       85
## 2538       1Story     RL        IR1        Normal        Typ      9759       20
## 2539         SLvl     RL        Reg        Normal        Typ      9600       80
## 2540       1Story     RL        Reg        Normal        Typ      9230       20
## 2541       2Story     RL        IR1        Normal        Typ     14803       60
## 2542       1Story     RL        IR1        Normal        Typ     10659       20
## 2543       1Story     RL        Reg        Normal        Typ      9100       20
## 2544       1Story     RL        Reg        Family        Typ      8393       90
## 2546       1Story     RL        Reg        Normal        Typ      8800       20
## 2547       1Story     RL        IR1        Normal        Typ     10368       20
## 2548       2Story     RL        Reg        Normal        Typ      9350       60
## 2549         SLvl     RL        Reg        Normal        Typ     10382      190
## 2551       1Story     RL        Reg        Normal        Typ     10800       20
## 2552       1Story     RL        Reg        Normal        Typ      8550       30
##      LotFrontage OverallCond YearBuilt ExterQual ExterCond FirstFlrSF
## 1            141           5      1960        TA        TA       1656
## 2             80           6      1961        TA        TA        896
## 3             81           6      1958        TA        TA       1329
## 4             93           5      1968        Gd        TA       2110
## 5             74           5      1997        TA        TA        928
## 6             78           6      1998        TA        TA        926
## 7             41           5      2001        Gd        TA       1338
## 8             43           5      1992        Gd        TA       1280
## 9             39           5      1995        Gd        TA       1616
## 10            60           5      1999        TA        TA       1028
## 11            75           5      1993        TA        TA        763
## 12             0           7      1992        TA        Gd       1187
## 13            63           5      1998        TA        TA        789
## 14            85           5      1990        TA        TA       1341
## 15             0           5      1985        Gd        TA       1502
## 19           140           5      1951        TA        TA        864
## 21           105           6      1977        TA        TA       1844
## 22            85           6      1974        TA        TA       1173
## 23             0           5      2000        Gd        TA        814
## 24             0           7      1970        TA        TA       1004
## 25             0           6      1971        TA        TA       1078
## 26            65           6      1968        TA        TA       1056
## 27            70           5      1970        TA        TA        882
## 28            70           5      1971        TA        TA        864
## 29            26           5      1999        Gd        TA       1337
## 30            21           5      1971        TA        TA        483
## 31            21           5      1971        TA        TA        525
## 32            21           5      1971        TA        TA        525
## 33            53           5      1977        TA        TA       1069
## 34            24           6      1975        TA        TA        855
## 35            24           6      1975        TA        TA        836
## 36            24           5      1978        TA        TA        855
## 38            98           5      2007        Gd        TA       1704
## 42            90           5      2005        Gd        TA       1698
## 43            79           5      2005        Gd        TA       1822
## 44            70           5      2004        Gd        TA       1535
## 48           105           5      2002        Gd        TA       1687
## 49            61           5      2005        Ex        TA       1752
## 50            41           5      2006        Gd        TA       1370
## 51            36           5      2003        Gd        TA        764
## 52           100           5      2005        Gd        TA       1324
## 53            43           5      2006        Gd        TA       1145
## 54            43           5      2004        Gd        TA       1269
## 55            67           5      2004        Gd        TA        744
## 56             0           5      2002        Gd        TA        860
## 57            63           5      2004        Gd        TA        847
## 58             0           5      2000        TA        TA        774
## 59             0           5      2001        Gd        TA        884
## 60           108           5      1999        Gd        TA       1422
## 61            60           5      1998        Gd        TA       1645
## 62            59           5      1996        Gd        TA       1720
## 63            98           5      1994        Gd        TA       1500
## 64            92           7      1999        Gd        TA       1164
## 65            58           5      1998        Gd        TA       1195
## 67            73           5      2005        Gd        TA       1595
## 69            72           5      2009        TA        TA        764
## 70            75           5      2008        Gd        TA       1566
## 71           100           5      2004        Gd        TA        991
## 73            76           5      2004        Gd        TA        956
## 74            70           5      2004        Gd        TA        831
## 75             0           5      1994        Gd        TA       1222
## 76            50           5      1980        TA        TA        923
## 77            70           5      1992        Gd        TA       1055
## 78            55           5      1979        TA        TA        918
## 79            50           5      1984        TA        TA        752
## 80             0           7      1993        Gd        TA       1014
## 81            81           5      1984        TA        TA       1097
## 82            70           6      1980        TA        TA        888
## 83            70           5      1920        TA        Fa       1012
## 86            65           8      1965        TA        Gd        894
## 87             0           5      1967        TA        Gd        900
## 88            75           5      1963        TA        TA       1040
## 89             0           8      1962        TA        Gd       1040
## 91           107           5      1992        Gd        TA       1061
## 93            88           5      1992        Gd        TA       1402
## 94            25           5      2004        Gd        TA       1488
## 95            39           5      2004        Gd        TA        840
## 96            30           5      2004        Gd        TA        600
## 97            30           5      2004        Gd        TA        600
## 98            24           5      2004        Gd        TA        600
## 99            24           5      2005        Gd        TA        600
## 101            0           5      2000        Gd        TA        769
## 102            0           5      2000        Gd        TA        756
## 103           24           5      1999        Gd        TA        696
## 104            0           5      2003        Gd        TA        530
## 106           68           5      2000        Gd        TA        975
## 107           30           5      1980        Gd        TA        788
## 108           40           6      1978        Gd        TA       1226
## 109            0           8      1976        Gd        TA        725
## 110           80           5      2002        Gd        TA       1492
## 111            0           6      1967        TA        TA       1829
## 112           80           5      1993        TA        TA       1280
## 113            0           7      1977        TA        TA       1610
## 114            0           5      1978        TA        TA       1287
## 115           80           5      1988        TA        TA        980
## 116           78           7      1972        TA        TA       1381
## 117           80           6      1971        TA        TA        930
## 118           80           5      1966        TA        TA       1232
## 119            0           5      1963        TA        TA       1328
## 120           77           5      1959        TA        TA       1225
## 121           90           5      1966        TA        TA       1209
## 122           88           6      1967        TA        TA       1510
## 123            0           5      1964        TA        TA       1131
## 124            0           7      1964        TA        TA       1152
## 127           68           6      1950        TA        TA       1078
## 129          120           6      1949        TA        Gd       1019
## 130           50           7      1958        TA        Gd        858
## 132           80           5      1954        TA        TA       1063
## 133           80           6      1955        TA        TA       1520
## 134           78           6      1954        TA        TA       1268
## 135           75           8      1966        TA        TA       1128
## 139           70           5      1958        TA        TA       1604
## 140           70           5      2003        Gd        TA       1480
## 141            0           5      1959        TA        TA       1143
## 142           70           5      1959        TA        TA       1700
## 143           70           6      1957        TA        Gd       1314
## 144           73           6      1959        TA        TA       1194
## 146           73           5      1960        TA        TA       1264
## 147           87           5      1959        TA        TA       1206
## 148           80           5      1959        TA        TA       1580
## 149           60           5      1956        TA        TA        832
## 150           60           7      1952        TA        TA       1064
## 151          119           6      1955        TA        Gd        972
## 154           65           7      1920        TA        TA        985
## 156           85           7      1954        TA        TA       1086
## 157           74           7      1956        TA        TA        936
## 159           64           5      1980        TA        TA       1056
## 160            0           7      1959        TA        Gd       1287
## 162           60           8      1948        TA        TA        816
## 163           75           7      1959        TA        TA       1246
## 164           71           4      1952        TA        Fa        910
## 165           60           7      1951        TA        TA        900
## 166           87           6      1962        TA        TA       1116
## 167           81           6      1960        TA        TA       1175
## 169           70           5      1966        TA        TA       1051
## 172           56           7      1920        TA        TA        936
## 173           56           6      1927        TA        TA       1028
## 174           69           7      1957        TA        TA       1347
## 175           60           6      1915        Gd        Gd        840
## 176           47           6      1945        TA        Gd        747
## 178           50           7      1929        TA        TA        926
## 179           50           7      1938        TA        TA        827
## 180           69           7      1948        TA        Gd       1027
## 181            0           6      1920        TA        TA       1060
## 183           60           8      1928        TA        Gd        720
## 185           60           6      1915        TA        Gd        966
## 186           50           9      1890        Gd        Gd       1157
## 188           90           7      1957        TA        TA       1236
## 189           60           7      1910        TA        TA        741
## 190           60           6      1885        TA        TA       1246
## 192           53           6      1950        TA        Gd       1030
## 193            0           7      1922        TA        TA       1160
## 194           50           7      1925        TA        TA        765
## 196           50           6      1940        TA        Gd        848
## 198           50           7      1948        TA        TA        780
## 199           52           7      1936        TA        TA        548
## 200           52           5      1930        TA        TA        928
## 201           51           5      1923        TA        TA       1068
## 203           57           5      1915        TA        Fa        888
## 204           60           8      1912        Gd        Gd        780
## 205           52           8      1920        TA        Gd        662
## 206          110           5      1963        Fa        TA        816
## 208           76           9      1900        TA        Gd       1032
## 209            0           7      1940        TA        Gd       1207
## 210          100           5      1959        TA        TA       1675
## 212           60           4      1915        Fa        Fa       1212
## 213           65           5      1940        TA        TA        600
## 215           60           7      1910        TA        Gd        936
## 216           54           8      1875        TA        Gd        780
## 217           72           3      1967        Fa        Fa       1832
## 218           72           5      1968        TA        TA       1768
## 219           75           4      1965        TA        TA       1039
## 221           70           5      1967        TA        TA        912
## 222            0           8      1968        TA        Gd       1060
## 223           65           7      1966        TA        TA        892
## 224           80           7      1969        TA        TA        663
## 225           65           5      1968        TA        TA        864
## 226            0           5      1978        TA        TA       1373
## 227           86           5      1968        TA        Gd        720
## 230            0           7      1977        Gd        Gd       1483
## 231           94           4      1927        TA        TA        756
## 233            0           6      1979        Gd        TA       1332
## 234            0           5      1978        TA        TA       1117
## 235          124           4      1938        TA        TA       1052
## 237           65           7      1950        TA        TA       1074
## 238           68           6      1956        TA        TA       1144
## 239           50           6      1947        TA        TA       1169
## 240           75           7      1954        TA        TA       1172
## 241           83           5      2009        TA        TA       1212
## 243            0           3      1964        TA        Fa       1298
## 245           77           5      1985        Gd        TA        977
## 246           83           5      1987        Gd        TA       1433
## 247           87           7      1993        Gd        Gd        964
## 248           80           5      1993        Gd        TA       1062
## 249           73           6      1992        TA        TA        996
## 250           64           5      2008        Gd        TA       1694
## 251           64           5      2006        Gd        TA       1208
## 252           94           5      2009        TA        TA       1226
## 253           64           5      2010        Gd        TA       1222
## 254           90           5      1990        TA        TA       1699
## 255           82           8      1900        TA        TA        831
## 256           80           7      1971        TA        TA       1052
## 257           82           5      1996        TA        Gd        965
## 258            0           5      1997        TA        TA        892
## 259           70           5      1998        TA        TA        804
## 260           38           8      1977        Gd        Gd       1026
## 261            0           7      1977        TA        TA        689
## 262           75           6      1976        TA        TA        894
## 263           68           6      1972        TA        TA        876
## 264           80           5      2003        Gd        TA       1978
## 265            0           5      2001        Gd        TA       1601
## 266           44           6      2003        Gd        TA        941
## 267           75           5      1997        Gd        TA       1044
## 268           48           5      1998        TA        TA       1661
## 269            0           5      2003        Gd        TA        848
## 270            0           5      2004        Gd        TA        848
## 271           48           5      2003        Gd        TA       1668
## 272           70           5      2004        Gd        TA       1484
## 273           65           5      2004        Gd        TA       1414
## 276           75           5      1965        TA        TA       1664
## 277           60           6      1968        TA        TA       1196
## 279           65           6      1975        TA        TA       1096
## 281           64           5      1958        TA        TA        960
## 282           80           5      2003        TA        TA       1121
## 283           52           4      1945        TA        TA        798
## 284           60           4      1941        TA        Fa        672
## 286           67           6      1924        TA        TA       1296
## 287           66           4      1915        TA        TA        841
## 288           45           3      1914        TA        Fa        864
## 289           50           6      1924        TA        TA       1026
## 290            0           6      1939        TA        TA        856
## 292           51           2      1931        TA        TA        894
## 294           78           6      1941        Gd        Gd       1225
## 295           78           6      1950        TA        Gd       1102
## 296           66           9      1941        Ex        Gd       1188
## 298           85           6      1994        TA        TA        896
## 299           35           6      1989        Gd        TA       1034
## 300           35           5      1989        Gd        TA       1191
## 301          100           8      1959        TA        TA       1801
## 302           40           8      1922        TA        Gd        796
## 304           50           5      1921        TA        TA        727
## 309           44           5      2004        Gd        TA       1646
## 310           85           5      1998        Gd        TA       1036
## 311           74           7      1977        TA        TA       1285
## 312          129           5      2003        Gd        TA       1560
## 313            0           5      1976        TA        TA       1034
## 314            0           5      1976        TA        TA       2048
## 316           88           5      2008        Gd        TA       1346
## 318           73           5      2006        TA        TA        744
## 320           80           5      2002        Gd        TA        824
## 321           85           5      2002        Gd        TA        993
## 323           85           5      1965        TA        TA       1264
## 324           93           5      2004        TA        TA       1430
## 325           94           5      1971        TA        TA        912
## 326            0           5      1999        TA        TA       1344
## 327            0           5      1973        TA        TA        546
## 328           31           6      1973        TA        TA        945
## 329           36           3      1976        TA        TA        536
## 330           21           7      1970        TA        TA        546
## 331           21           6      1972        TA        TA        630
## 332           21           4      1970        TA        TA        546
## 333           21           6      1972        TA        TA        546
## 334           50           7      1971        TA        Gd        874
## 335            0           7      1962        TA        TA       1188
## 336           76           7      1984        TA        TA        833
## 338           63           5      1991        TA        TA        624
## 339           68           5      1969        TA        TA        864
## 340           76           5      1994        Gd        Gd       1803
## 341           74           5      1993        Gd        Gd       1152
## 342           74           5      1956        TA        TA        882
## 343           85           5      1974        TA        TA       1434
## 344           75           7      1972        Gd        TA       2000
## 345           88           5      1997        TA        TA        945
## 346            0           5      2003        Gd        TA       1008
## 347           60           5      1996        TA        TA        958
## 349            0           5      1995        TA        TA        804
## 351           40           5      2000        Gd        TA       1659
## 352           61           5      1998        TA        TA       1478
## 353           57           5      1995        Gd        TA       1734
## 354           57           5      1998        Gd        TA        751
## 355           74           5      1998        TA        TA        885
## 356           60           5      1998        Gd        TA        952
## 357           59           7      1993        Gd        TA        799
## 358            0           8      1993        Ex        Gd        680
## 359            0           5      1994        TA        TA        707
## 360           58           5      1993        TA        TA       1190
## 361            0           5      1992        TA        TA        808
## 362           65           5      1994        TA        TA        702
## 363            0           6      1992        TA        TA       1167
## 364            0           5      1999        Gd        TA       1005
## 365           99           5      1990        TA        TA       1442
## 369          124           5      2005        Gd        TA       1530
## 370           85           6      1977        TA        TA        946
## 371           94           7      1980        Gd        TA       1153
## 372           48           5      1979        TA        Gd       1586
## 374            0           7      1977        Gd        TA       1602
## 376           80           6      1978        TA        TA       1671
## 377            0           7      1980        TA        TA       1539
## 378            0           5      1980        TA        TA       1472
## 379           80           5      1978        TA        TA       1707
## 380           80           5      1981        Gd        TA       2524
## 382           80           5      1976        TA        TA       1370
## 383            0           7      1976        TA        Gd       1088
## 384           70           5      2003        Gd        TA       1016
## 386            0           5      2000        Gd        TA       1058
## 387            0           5      2002        Gd        TA        972
## 388            0           7      1975        TA        TA       1621
## 389           78           6      1974        TA        TA       1116
## 390           85           5      1975        TA        TA       1193
## 391           78           5      1974        TA        TA       1350
## 393           60           5      1974        TA        TA        896
## 394            0           6      1970        TA        TA       1002
## 395           61           8      1969        TA        TA       1026
## 396            0           5      1970        TA        TA       1180
## 397            0           7      1971        TA        TA       1050
## 399           60           6      1970        TA        TA        864
## 400           70           7      1970        TA        Gd        864
## 402           60           7      1971        TA        Gd        864
## 403           21           5      1973        TA        TA        483
## 406           21           6      1972        TA        TA        483
## 407           21           8      1972        TA        TA        483
## 408           21           7      1972        TA        TA        630
## 409            0           6      1976        TA        TA        958
## 410           24           5      1976        TA        TA        804
## 411           24           6      1976        TA        TA        855
## 412           24           5      1975        TA        TA       1055
## 413           24           5      1974        TA        TA        855
## 414           24           5      1977        TA        TA        855
## 415           24           5      1978        TA        TA        804
## 416           24           6      1978        TA        TA        855
## 417           24           5      1978        Gd        TA        855
## 418           24           6      1976        TA        TA        836
## 419           65           5      1967        TA        TA        892
## 420            0           7      1966        Gd        TA       1120
## 426          110           5      2007        Gd        TA       1600
## 429           96           5      2008        Ex        TA       1130
## 436          129           5      2004        Gd        TA       1782
## 438           87           5      2006        Gd        TA       1717
## 440           76           5      2004        Gd        TA       1713
## 441           77           5      2006        Gd        TA       1531
## 442          102           5      2008        Ex        TA       1808
## 443           74           5      2004        Gd        TA       1462
## 444          107           5      2004        Gd        TA       1836
## 445           85           5      2003        Gd        TA       1629
## 446           90           5      2003        Gd        TA       1760
## 450           96           5      2003        Gd        TA       1105
## 451           70           5      2006        Gd        TA       1606
## 452           47           5      2005        Gd        TA       1358
## 453           34           5      2005        Gd        TA       1306
## 454           34           5      2005        Gd        TA       1306
## 455           80           5      2007        Gd        TA       1358
## 456           34           5      2007        Gd        TA       1314
## 460           48           5      2008        Ex        TA       1456
## 461          129           5      2002        Gd        TA       1712
## 462           48           5      2006        Gd        TA       1324
## 463           48           5      2003        Gd        TA       1405
## 464           36           5      2003        Gd        TA        764
## 465           63           5      2005        Gd        TA        728
## 466           57           5      2005        Gd        TA        745
## 467          149           5      2005        Gd        TA        742
## 468          122           5      2005        Gd        TA        684
## 469           53           5      2007        Gd        TA       1555
## 470           51           5      2007        Gd        TA       1569
## 471           43           5      2005        Gd        TA       1555
## 472           43           5      2005        Gd        TA       1504
## 473           43           5      2005        Gd        TA       1220
## 474           43           5      2005        Gd        TA       1145
## 475           71           5      2004        Gd        TA        716
## 476            0           5      2002        Gd        TA       1010
## 477           59           5      2004        Gd        TA        744
## 478           62           5      2004        Gd        TA        868
## 479            0           5      2002        Gd        TA        779
## 480           61           5      2004        Gd        TA        846
## 481            0           5      2003        Gd        TA        806
## 482            0           5      2003        Gd        TA        698
## 483           34           5      2007        Gd        TA       1314
## 484            0           5      2000        Gd        TA        980
## 485            0           5      2002        Gd        TA        878
## 486            0           5      2000        Gd        TA       1022
## 487           61           5      2004        Gd        TA        744
## 488           60           5      2000        TA        TA       1007
## 489           42           5      2000        TA        TA        819
## 490           62           5      1999        TA        TA        774
## 491            0           5      1999        Gd        TA       1223
## 492            0           5      1999        TA        TA        892
## 493            0           5      1999        Gd        TA       1022
## 494           64           6      1999        TA        TA        774
## 495           82           5      1999        Gd        TA       1268
## 497          106           5      2000        Gd        TA       1466
## 498            0           5      1998        Gd        TA       1310
## 499           98           5      1998        Gd        TA       1276
## 500           79           5      1996        Gd        TA       1277
## 501            0           5      1994        Gd        TA       2063
## 502           90           5      1993        Gd        TA       1372
## 503           79           5      1995        Gd        TA       1094
## 504            0           5      1993        Gd        TA       1215
## 506            0           6      1994        Gd        TA        979
## 508           86           5      2008        Gd        TA       1696
## 509           78           5      2008        Gd        TA       1658
## 511           85           5      2007        Gd        TA       1702
## 512           76           5      2006        Gd        TA       1432
## 513           75           5      2005        Gd        TA       1113
## 516           75           5      2008        Gd        TA        786
## 520           72           5      2008        Gd        TA       1402
## 521          112           5      2007        Gd        TA       1530
## 523           75           5      2006        Gd        TA       1448
## 524           85           5      2008        Ex        TA       1026
## 525           84           5      2006        Gd        TA        909
## 526           85           5      2005        Gd        TA       1082
## 527           65           5      2006        Gd        TA       1112
## 529           85           5      2006        Gd        TA       1662
## 530           75           5      2003        Gd        TA        912
## 531           62           5      2004        Gd        TA       1221
## 532           68           5      2003        Gd        TA       1553
## 533           65           5      2003        Gd        TA        812
## 534           80           6      2007        Gd        TA       1218
## 535           63           5      2006        Gd        TA       1141
## 536           63           5      2004        TA        TA       1158
## 537           96           5      2004        Gd        TA        871
## 538           76           5      2004        Gd        TA       1512
## 539           67           5      2003        Gd        TA       1200
## 540           63           5      2004        Gd        TA       1114
## 541           63           5      2004        TA        TA       1114
## 542           60           5      2003        TA        TA       1114
## 544           43           5      1996        Gd        TA        913
## 546           65           5      2001        Gd        TA       1434
## 547           70           6      1992        Gd        Gd        833
## 548           75           6      1980        TA        TA        626
## 549           50           5      1990        Gd        TA       1332
## 550           70           5      1994        Gd        TA        754
## 551            0           7      1986        TA        Gd        698
## 552           75           7      1981        TA        TA        964
## 553           60           4      1950        Fa        Fa        841
## 554           60           3      1928        TA        TA        784
## 555           63           5      1962        TA        TA        980
## 556           71           6      1977        TA        TA        980
## 557            0           6      1961        TA        TA        864
## 558            0           5      1961        TA        TA        864
## 559            0           5      1965        TA        TA       1020
## 560            0           8      1963        Gd        Gd        912
## 561           80           6      1961        TA        TA       1144
## 562           60           5      1965        TA        TA        864
## 563           65           6      1962        TA        TA        912
## 565            0           8      1991        Gd        Gd        975
## 570            0           5      2008        Gd        TA       1256
## 571           34           5      1999        TA        TA        742
## 572           34           5      2000        Gd        TA        756
## 573           35           5      1999        Gd        TA        713
## 576           61           5      1981        Gd        TA       1226
## 577          110           5      1981        Gd        TA       1740
## 580           78           6      1968        TA        TA        829
## 581            0           6      1970        TA        TA       1442
## 582            0           7      1968        TA        TA       1489
## 583            0           6      1973        TA        TA       1107
## 584            0           6      1974        TA        TA       1285
## 585            0           6      1972        TA        TA        735
## 586           80           7      1967        TA        TA       1271
## 587            0           5      1967        TA        TA       1724
## 588           80           5      1969        TA        TA       1336
## 590            0           7      1977        TA        Gd       1316
## 591           80           5      1977        TA        TA       1334
## 593           70           6      2001        Gd        TA        810
## 594           62           6      1967        TA        TA        864
## 595           80           5      1967        TA        TA       1568
## 596           70           6      1965        TA        TA        925
## 598            0           5      1971        TA        TA       1320
## 599            0           5      1967        TA        TA       1342
## 600           60           7      1960        TA        TA        894
## 601           65           7      1959        TA        TA        864
## 602           70           6      1959        TA        TA        864
## 603            0           5      1957        TA        TA       1362
## 606          100           6      1964        TA        TA       1516
## 607           85           6      1961        TA        TA       1313
## 609            0           6      1966        TA        TA       1154
## 610            0           6      1965        TA        Gd        825
## 611            0           6      1964        TA        Gd       1445
## 612           80           6      1959        TA        TA       1041
## 613           85           6      1961        TA        TA       1576
## 614           68           5      1955        TA        TA        960
## 615           50           7      1940        Fa        TA        708
## 616            0           4      1950        TA        TA        979
## 617          128           4      1953        TA        TA       1505
## 618           90           5      1967        Gd        TA       1691
## 619           80           5      1953        TA        TA       1644
## 620           80           6      1956        TA        TA       1050
## 622           80           7      1950        Gd        TA       1113
## 624           92           6      1961        TA        TA       1453
## 625            0           5      1963        TA        TA       1394
## 626           80           8      1966        TA        Gd       1567
## 627           85           6      1965        TA        TA       1186
## 628          100           6      1968        TA        Gd       1182
## 630            0           4      1920        TA        Gd       1281
## 631           73           7      1956        Gd        TA       1144
## 632           70           3      1957        TA        TA       1478
## 633            0           6      1960        TA        TA       1329
## 634           66           8      1959        Gd        TA        988
## 636           66           7      1958        TA        TA       1215
## 638           70           5      1955        TA        TA       1382
## 639           80           5      1956        TA        TA       1200
## 640          120           5      1962        TA        TA       1382
## 641           74           6      1954        TA        TA       1297
## 642           76           4      1958        TA        TA       1866
## 643           53           7      1954        TA        TA       1062
## 645           67           5      1951        TA        TA       1112
## 646           60           5      1955        TA        TA       1005
## 648           80           6      1945        TA        Gd        793
## 649           60           8      1952        Gd        TA       1031
## 650           75           5      1953        TA        TA       1210
## 652           78           7      1948        TA        TA        801
## 653           60           6      1950        TA        TA       1200
## 654           50           6      1948        TA        Gd        972
## 655           53           5      1958        TA        TA        792
## 657           60           7      1939        TA        Gd        676
## 658           80           8      1900        Gd        Gd        717
## 659           52           8      1924        Gd        TA        792
## 660           60           7      1925        TA        TA       1078
## 662           60           9      1910        Gd        Gd        930
## 664           90           6      1920        Fa        TA        840
## 665           60           7      1920        TA        TA        846
## 668           83           7      1963        TA        TA       1380
## 670           91           5      1969        TA        TA       1338
## 671           62           9      1958        Gd        Gd        951
## 672           90           6      1957        TA        TA       1105
## 673           64           7      1957        TA        Gd       1306
## 674            0           5      1960        TA        TA       1478
## 675           80           6      1958        TA        TA       1142
## 676           60           7      1949        Gd        TA       1036
## 677           60           4      1950        TA        TA       1040
## 679           60           5      1949        TA        TA       1040
## 681           71           6      1958        TA        TA       1041
## 683           60           7      1952        TA        Gd        732
## 684           80           5      1959        TA        TA       1183
## 685           70           5      1959        TA        TA       1148
## 686           60           7      1949        TA        TA        832
## 688           76           5      1964        TA        TA        993
## 689           75           7      1978        TA        Gd        941
## 690           80           6      1963        TA        TA       1045
## 691           60           5      1962        TA        TA        894
## 692            0           8      1926        TA        TA        818
## 693           60           6      1910        TA        TA        682
## 694           68           8      1935        TA        TA        861
## 697           90           8      1910        TA        Gd        810
## 698           90           8      1910        Gd        TA        764
## 699           57           6      1939        TA        TA        868
## 701           63           6      1920        Fa        TA       1101
## 702           60           5      1952        TA        TA        960
## 703           60           8      1946        TA        Gd        707
## 704           56           5      1910        TA        TA        801
## 706           50           7      1950        TA        Ex        768
## 707           50           4      1954        TA        TA        811
## 708           62           6      1920        TA        TA        861
## 711           50           8      1938        TA        TA        886
## 712           60           8      1923        Gd        TA        792
## 714           60           4      1910        Gd        Gd        833
## 715           50           7      1947        TA        TA        720
## 718           70           7      1900        TA        TA       1090
## 719           60           7      1917        TA        TA        664
## 722           50           9      1920        TA        Gd        832
## 724           98           6      1890        TA        TA       1188
## 725           60           6      1920        Fa        TA       1044
## 726           60           7      1910        TA        TA        780
## 730            0           6      1923        TA        TA       1432
## 731           55           7      1925        Gd        Gd        952
## 732           50           7      1930        TA        TA       1001
## 733            0           6      1916        TA        TA        952
## 734           50           6      1936        TA        TA        757
## 735           50           9      1937        Gd        TA        786
## 736           50           8      1925        TA        TA        884
## 737           50           6      1939        TA        Fa        825
## 738           60           5      1924        TA        TA        822
## 739           50           7      1926        Gd        TA        904
## 741           51           6      1936        TA        Fa       1067
## 742           51           7      1935        TA        TA        989
## 744           51           7      1931        TA        TA        875
## 746           51           6      1938        TA        TA        994
## 747           50           5      1925        TA        Fa       1072
## 748            0           6      1916        TA        TA       1445
## 750           57           6      1915        TA        TA       1048
## 755           57           5      1927        TA        TA       1146
## 756           52           5      1925        TA        TA        848
## 757            0           7      1915        TA        TA        741
## 759           60           6      1927        TA        Fa       1204
## 761           60           7      1915        TA        Gd        754
## 762           50           9      1946        TA        Gd        704
## 765            0           5      1978        TA        TA       1152
## 767           54           6      1925        TA        Gd        697
## 768           60           3      1934        TA        TA        687
## 770           80           6      1963        TA        TA       1121
## 771           70           5      1978        TA        TA        918
## 773           65           7      1967        TA        TA        899
## 774            0           5      1978        TA        TA       1034
## 775            0           5      1982        TA        TA        858
## 776           74           6      1982        TA        TA        860
## 777            0           5      1962        TA        TA       1092
## 778           88           5      1961        TA        TA        904
## 779           88           5      1960        TA        TA       1138
## 780            0           5      1956        TA        TA       2071
## 784            0           6      1956        TA        TA       1229
## 785            0           5      1940        TA        TA        861
## 786            0           5      1955        Gd        TA       1867
## 789           73           5      1956        TA        TA       1689
## 790           68           5      1956        TA        TA       1073
## 792           50           7      1946        TA        TA        892
## 793           50           6      1941        TA        TA        672
## 794           62           6      1954        TA        TA       1089
## 795            0           3      1957        TA        Gd        845
## 796           42           5      1984        Gd        TA       1049
## 798           60           5      1939        TA        TA        698
## 799           60           5      1940        TA        TA        755
## 800           74           6      1990        Gd        TA       1061
## 803           90           7      1990        Gd        TA       2196
## 804           75           5      1993        Gd        TA       1006
## 805           85           5      1993        Gd        Gd       1079
## 806           80           5      1995        Gd        TA       1142
## 816            0           5      2000        TA        TA       1168
## 817            0           5      2000        TA        TA       1168
## 818            0           5      2000        TA        TA       1168
## 820           79           5      2007        Gd        TA       1718
## 821           61           5      2008        Gd        TA       1630
## 823           71           5      2008        Gd        TA       1468
## 824           68           5      2007        Gd        TA        866
## 825           77           5      2007        Gd        TA       1838
## 826          122           5      2007        Gd        TA       1800
## 828           64           5      2007        Gd        TA       1290
## 829           95           5      2008        Gd        TA       1254
## 830           64           5      2007        Gd        TA       1232
## 831           78           5      2005        Gd        TA       1498
## 832           79           5      2005        Gd        TA        704
## 833            0           5      1989        Gd        TA       1644
## 834            0           5      1992        Gd        TA        944
## 836           82           5      1996        TA        Gd       1040
## 837           65           7      1994        TA        Gd        990
## 838           65           5      1997        TA        TA        928
## 839           43           6      1996        Gd        TA        827
## 840           65           5      1998        TA        TA       1463
## 841          112           5      1994        TA        TA       1097
## 842           60           5      1994        TA        Gd        990
## 843           80           5      1998        TA        TA        866
## 844           78           5      1999        Gd        TA       1501
## 845           68           5      1999        Gd        TA       1431
## 846           70           5      1998        TA        TA        928
## 847           68           5      2002        Gd        TA        831
## 848           67           5      2002        Gd        TA       1573
## 849           79           5      2001        Gd        TA        944
## 850           67           5      2001        Gd        TA       1430
## 851           65           5      2002        Gd        TA       1444
## 852           75           5      2001        Gd        TA       1492
## 853           60           5      1978        TA        TA       1040
## 854            0           5      1978        TA        TA        907
## 855           76           7      1979        TA        TA        914
## 856           61           7      1977        TA        TA       1040
## 857            0           8      1978        Gd        Gd        864
## 858            0           7      1977        TA        TA       1268
## 859           36           6      1972        TA        TA        864
## 860           60           5      1972        TA        TA        894
## 861           60           8      1972        TA        Gd        768
## 862           70           7      1972        TA        TA        768
## 863           90           5      2002        Gd        TA       1611
## 864            0           5      2003        Gd        TA       1068
## 865            0           5      2001        Gd        TA       1788
## 866            0           5      2001        Gd        TA       1299
## 867            0           5      2000        Gd        TA       1476
## 868           70           5      2002        Gd        TA        840
## 869            0           5      2001        Gd        TA        944
## 870           90           5      1999        Gd        TA       1513
## 871           73           5      1996        Gd        TA       1504
## 872            0           5      2002        Gd        TA       1828
## 873           70           5      1997        Gd        TA       1417
## 874            0           5      1997        TA        TA       1057
## 875           70           5      1996        Gd        TA        909
## 876           70           5      2001        Gd        TA       1212
## 877           75           5      2000        Gd        TA       1630
## 878            0           5      2003        Gd        TA        848
## 879            0           5      2003        Gd        TA        848
## 880           85           5      2007        Gd        TA       1602
## 881           65           5      2004        Gd        TA        864
## 882           63           5      2004        Gd        TA       1500
## 883           64           5      2005        Gd        TA        738
## 884           85           5      2007        Gd        TA        608
## 885           67           5      1949        TA        TA       1126
## 886           75           7      1964        TA        Gd       1486
## 887           67           6      1938        TA        TA        816
## 888           64           5      2003        Gd        TA        495
## 889           75           6      1977        TA        TA        698
## 892           86           5      2007        Ex        TA       1698
## 893           35           5      2005        TA        TA       1072
## 894           50           9      1947        TA        Ex        698
## 895           64           5      1959        TA        TA        876
## 898           56           8      1922        TA        TA        864
## 900           65           5      1959        TA        TA       1678
## 903           67           8      1920        TA        TA        684
## 904           45           6      1941        TA        TA        854
## 909           60           7      1940        TA        TA        944
## 911           43           6      1935        TA        TA        647
## 913           64           8      1916        Gd        TA       1232
## 914           51           6      1925        TA        TA       1160
## 915           60           9      1936        Gd        Gd        575
## 916           57           6      1928        TA        TA       1172
## 917           52           7      1928        TA        TA        877
## 918           53           8      1918        TA        TA        628
## 919           53           9      1926        Gd        TA       1276
## 921            0           7      1942        TA        TA        753
## 923           80           4      1960        TA        TA       1273
## 925           54           6      1921        TA        TA        820
## 927           70           6      1954        TA        Gd       1112
## 928           75           7      1941        TA        TA        860
## 929           90           6      1960        TA        TA       1561
## 931           80           8      1950        TA        Gd       1152
## 932          100           5      1954        TA        TA       1906
## 933           24           6      1980        TA        TA        516
## 934           24           6      1980        TA        Gd        561
## 935           24           6      1980        TA        TA        561
## 936           24           6      1980        TA        TA        561
## 937            0           6      1986        TA        Gd       1182
## 939            0           9      1988        Gd        Gd       1680
## 940           59           7      1920        TA        Gd        672
## 941           50           6      1900        TA        TA        928
## 942           60           5      1920        TA        TA        596
## 947           75           5      2000        Gd        TA       1040
## 949           43           5      2004        Gd        TA       1710
## 950           71           5      2001        TA        TA        804
## 951           75           6      1977        TA        TA        926
## 952           72           7      1977        TA        TA       1287
## 953           75           5      1977        TA        TA       1302
## 954            0           5      1990        TA        TA       1217
## 958           89           5      2007        Gd        TA       1620
## 961           79           5      2008        Ex        TA       1641
## 962           73           5      2007        Gd        TA       1466
## 963          130           5      1988        TA        TA       1412
## 964            0           8      1980        TA        Gd       1375
## 966            0           5      2001        Gd        TA       1296
## 968           85           5      2006        Ex        TA       1838
## 970           75           7      1968        TA        TA       1008
## 972           32           5      1998        TA        TA       1204
## 973            0           5      1999        TA        TA       1224
## 974           21           5      1973        TA        TA        526
## 975           62           6      1968        TA        TA        874
## 976           21           8      1970        TA        Gd        630
## 977           83           5      1969        TA        TA       1404
## 978           21           4      1970        TA        TA        630
## 979           21           6      1970        TA        TA        798
## 980           21           4      1970        TA        TA        546
## 981           50           8      1972        TA        TA        796
## 982           62           5      1993        TA        Gd       1091
## 983            0           6      1978        TA        Gd       1110
## 984            0           5      1985        TA        TA        833
## 985           70           6      1992        TA        TA        883
## 986           85           5      1993        TA        TA        796
## 987           62           5      1992        TA        TA        624
## 988            0           5      1977        TA        TA       1567
## 989           70           7      1969        Gd        Ex        784
## 991            0           7      1970        TA        TA       2117
## 992           85           5      1969        TA        TA       1092
## 993           72           5      1997        TA        TA        926
## 994           65           5      1995        TA        TA        680
## 995           59           5      1998        TA        TA        926
## 996           59           5      1998        TA        TA        943
## 997            0           5      1996        TA        TA        916
## 998           53           5      1996        Gd        TA       1384
## 999           57           5      1996        TA        TA        729
## 1000          41           5      2001        Gd        TA       1593
## 1002          41           5      1993        Gd        TA       1337
## 1003          39           5      1992        Gd        TA       1280
## 1004         100           5      1997        TA        TA        926
## 1005          73           5      1998        TA        TA        932
## 1006           0           5      1995        TA        TA        773
## 1007           0           5      1994        Gd        TA       1086
## 1008           0           5      1991        TA        TA        851
## 1009          40           5      1988        Gd        TA       1228
## 1010          65           5      1989        Gd        TA       1337
## 1011         101           5      2005        Gd        TA       1168
## 1012          77           5      2005        Gd        TA       1134
## 1016           0           5      1950        TA        TA       1488
## 1017          46           6      1986        TA        Gd       1236
## 1018          63           6      1988        Gd        TA       1688
## 1019          78           6      1981        TA        Gd       1422
## 1020           0           7      1983        Gd        TA       1260
## 1021          56           5      1978        Gd        Gd       2064
## 1022          85           5      1979        Gd        TA       1782
## 1023           0           7      1977        TA        Gd       1542
## 1024          90           5      1976        TA        TA       1211
## 1027          75           6      1969        TA        TA        720
## 1030          80           5      1976        TA        TA       1444
## 1031          80           6      1976        TA        TA       1098
## 1032          80           6      1973        TA        TA       1178
## 1033           0           5      1996        Gd        TA       1236
## 1034          60           5      1974        TA        TA        896
## 1035          65           8      1969        TA        TA       1054
## 1036          68           6      1969        TA        TA        936
## 1037          63           5      1971        TA        TA        864
## 1038           0           5      1972        TA        TA        864
## 1040          21           5      1973        TA        TA        483
## 1041          21           5      1973        TA        TA        483
## 1042          21           6      1972        TA        TA        483
## 1043          21           6      1970        TA        TA        483
## 1045          21           3      1971        TA        TA        483
## 1046          21           5      1972        TA        TA        630
## 1048          24           6      1975        TA        TA        855
## 1049          24           6      1977        TA        TA       1055
## 1050           0           5      1966        TA        TA        892
## 1062          74           5      2007        Ex        TA        948
## 1063          85           5      2004        Gd        TA       1170
## 1066          85           5      2003        Gd        TA       1006
## 1067          92           5      2003        Gd        TA       1575
## 1072         135           5      2005        Gd        TA       1367
## 1073          62           5      2003        Ex        TA       1518
## 1074          63           5      2005        Ex        TA       1684
## 1076          48           5      2006        Gd        TA       1342
## 1077          48           5      2006        Gd        TA       1342
## 1078          36           5      2003        Gd        TA        764
## 1079          36           5      2003        Gd        TA        764
## 1080          59           5      2004        Gd        TA       1358
## 1081           0           5      2003        Gd        TA       1455
## 1082           0           5      2004        Gd        TA       1576
## 1083          43           5      2005        Gd        TA       1504
## 1084          43           5      2007        Gd        TA       1266
## 1086          80           5      2004        Gd        TA        813
## 1087          62           5      2004        TA        TA        864
## 1088          59           5      2005        Gd        TA       1166
## 1089          51           5      2005        TA        TA        728
## 1090           0           5      2002        Gd        TA        840
## 1091           0           5      2003        Gd        TA        847
## 1093          93           5      2000        TA        TA        962
## 1094          71           5      2000        Gd        TA       1008
## 1095          60           5      2004        Gd        TA        788
## 1096           0           5      2002        Gd        TA        707
## 1097          41           5      1999        Gd        TA       1037
## 1098          77           5      1999        TA        TA        873
## 1099          84           5      1997        Gd        TA       1182
## 1100          80           5      1998        Gd        TA       1470
## 1101          84           5      2000        Gd        TA       1145
## 1102           0           5      2000        Gd        TA       1533
## 1104          97           5      1996        Gd        TA       1064
## 1105           0           7      1995        Gd        TA       1251
## 1108          91           5      1993        Gd        TA       1108
## 1109          81           5      1994        Gd        TA       1223
## 1110          91           5      1994        Gd        TA       1987
## 1112          86           5      2007        Gd        TA        894
## 1113          75           5      2006        Gd        TA       1574
## 1114          74           5      2006        Gd        TA       1578
## 1116          78           5      2007        TA        TA       1563
## 1118          73           5      2007        Gd        TA       1341
## 1120          87           5      2006        Gd        TA       1460
## 1124          75           5      2005        Gd        TA        866
## 1125          75           5      2003        Gd        TA       1053
## 1126          85           5      2005        Gd        TA       1026
## 1128          65           6      2007        Gd        TA        822
## 1129          85           5      2007        Gd        TA       1660
## 1131          64           5      2003        Gd        TA        864
## 1132          63           5      2004        TA        TA       1080
## 1133          68           5      2003        Gd        TA        835
## 1134          67           5      2003        Gd        TA        835
## 1135          63           5      2005        TA        TA       1175
## 1136          66           5      2004        TA        TA       1114
## 1137          66           5      2003        TA        TA       1114
## 1138          65           5      2004        Gd        TA        798
## 1139          81           5      2007        Gd        TA       1162
## 1140          65           5      1995        Gd        TA        754
## 1141          50           5      1993        Gd        TA        886
## 1142          65           5      1994        TA        TA       1679
## 1143          43           5      1994        Gd        TA        832
## 1144          65           5      2001        Gd        TA        827
## 1145          75           5      1992        Gd        TA        844
## 1146           0           5      1991        TA        TA       1294
## 1147          76           5      1993        Gd        TA        832
## 1148          50           5      1993        Gd        TA       1617
## 1149          55           5      1993        Gd        TA       1199
## 1150          70           5      1963        TA        TA        984
## 1151           0           6      1962        TA        TA        912
## 1152          75           8      1961        TA        Gd        864
## 1153          65           5      1968        TA        TA        890
## 1155          65           8      1961        TA        Gd        912
## 1156          95           5      1974        TA        TA       1430
## 1157          70           4      1972        TA        Gd       1001
## 1158           0           5      1990        Gd        TA       1364
## 1159         105           5      1993        Gd        TA       1827
## 1160          59           5      2004        Gd        TA       1391
## 1161          35           5      2006        Gd        TA        625
## 1162          37           5      2004        Gd        TA       1245
## 1163          30           5      2005        Gd        TA        600
## 1166          24           5      1999        TA        TA        757
## 1167          24           5      1999        TA        TA        757
## 1168           0           5      2000        Gd        TA       1638
## 1169           0           5      2001        Gd        TA       1310
## 1170          42           5      2001        Gd        TA       1419
## 1171          35           5      1999        Gd        TA       1557
## 1173          24           5      1999        Gd        TA        624
## 1174          24           5      1999        Gd        TA        684
## 1175          79           5      2001        TA        TA        872
## 1177          24           5      1999        Gd        TA        962
## 1178          36           5      1998        Ex        TA       1469
## 1179          38           5      1996        Gd        TA       1288
## 1180          22           5      1995        Gd        TA       1239
## 1182           0           6      1984        TA        TA       1232
## 1184         103           9      1976        Ex        Ex       1671
## 1185           0           5      2002        Gd        TA        952
## 1186          80           6      1970        TA        TA       1682
## 1187           0           6      1969        TA        TA       1427
## 1188          85           5      1968        TA        TA       1740
## 1190           0           7      1967        TA        TA       1620
## 1191          75           6      1965        TA        TA       1625
## 1192          90           7      1974        TA        TA       1548
## 1193          73           6      1968        TA        TA        732
## 1194          72           8      1965        TA        TA        912
## 1195          65           7      1965        Gd        TA        925
## 1196          72           5      1965        TA        TA       1728
## 1197          74           5      1965        TA        TA       1728
## 1198          87           5      1973        TA        TA       1656
## 1199           0           6      1971        TA        TA        845
## 1200           0           9      1976        Ex        Gd       1175
## 1201          76           6      1974        Gd        TA        943
## 1202           0           8      1966        TA        TA        800
## 1203           0           9      1961        Ex        TA        999
## 1204           0           5      1968        TA        TA       1098
## 1205          74           5      1956        TA        TA       1014
## 1206          77           6      1957        TA        TA        907
## 1207           0           7      1956        TA        TA        952
## 1208          80           6      1963        TA        Gd       1128
## 1209         100           5      1964        TA        TA       1425
## 1210          82           7      1966        TA        TA       1165
## 1211          80           6      1965        TA        TA       1136
## 1212          75           7      1964        TA        TA       1092
## 1213          85           8      1965        TA        Gd       1265
## 1214          82           5      1964        TA        TA       1350
## 1216          72           7      1959        Gd        TA       1053
## 1217          80           6      1959        Gd        TA       1252
## 1218           0           5      1960        TA        TA       1100
## 1219           0           7      1960        TA        TA       1118
## 1220           0           6      1949        TA        TA        720
## 1222          50           6      1939        TA        TA       1077
## 1223          50           7      1937        TA        TA        453
## 1224          80           6      1960        Fa        Fa       1496
## 1226          80           8      1950        TA        Gd       1337
## 1227          80           6      1955        TA        TA       1661
## 1228          63           5      1953        TA        TA       1036
## 1229           0           6      1965        TA        TA        902
## 1230          80           5      1961        TA        TA       1362
## 1231          75           6      1961        TA        TA       1144
## 1233         101           5      1962        TA        TA       1431
## 1234          90           7      1966        Gd        Gd       1104
## 1235           0           7      1955        TA        TA       1098
## 1236          71           5      1963        TA        TA       1144
## 1237          70           7      1962        TA        Gd       1283
## 1238          74           4      1957        TA        TA       1176
## 1239          82           7      1959        TA        TA       1440
## 1240          76           6      1958        TA        TA       1261
## 1241          90           6      1958        TA        TA       1570
## 1242          72           5      1956        TA        TA       1196
## 1243          80           5      1957        TA        TA       1392
## 1244          75           7      1958        TA        Gd       1080
## 1245          75           5      1956        TA        TA       1104
## 1246          60           6      1952        TA        TA        882
## 1247         102           6      1953        TA        TA       1152
## 1248           0           5      1953        TA        TA        950
## 1249          95           5      1957        TA        TA       1790
## 1254          76           5      1957        TA        TA       1824
## 1255          60           6      1948        TA        TA        869
## 1256          45           8      1925        TA        Gd        747
## 1257          60           6      1945        TA        TA       1048
## 1258          60           7      1940        Gd        TA        672
## 1259          60           5      1922        TA        TA       1254
## 1260          60           7      1900        TA        TA        694
## 1261          70           6      1962        TA        TA        858
## 1262          78           6      1968        TA        TA       1044
## 1263          76           7      1958        TA        TA       1312
## 1264           0           5      1960        TA        TA       1253
## 1265           0           6      1960        TA        TA       1081
## 1266         313           7      1960        TA        TA       2069
## 1267          74           7      1953        Gd        TA        910
## 1271          80           6      1959        TA        TA       1256
## 1272          80           5      1962        TA        TA       1027
## 1273          70           6      1960        TA        TA       1269
## 1274          60           6      1948        TA        TA        819
## 1275          64           7      1954        TA        TA        984
## 1276          59           6      1954        TA        TA        832
## 1277          60           5      1954        TA        TA        854
## 1279          60           6      1955        TA        Gd       1024
## 1280          60           7      1954        TA        TA        825
## 1281          71           5      1963        TA        TA        983
## 1282          80           6      1964        TA        TA        798
## 1283          69           5      1963        TA        TA       1117
## 1285          30           5      1925        TA        TA        764
## 1286          60           8      1904        TA        TA        958
## 1287          57           7      1948        TA        TA        948
## 1288          80           5      1910        TA        TA        680
## 1290          60           4      1940        TA        TA        672
## 1291          60           7      1915        Gd        TA        728
## 1292          63           6      1910        TA        TA        828
## 1295          81           5      1920        Fa        Fa        960
## 1296          60           6      1920        Gd        TA       1027
## 1297          60           6      1940        TA        TA        884
## 1298          60           6      1910        TA        TA        899
## 1299          44           9      1890        TA        TA        684
## 1301         100           7      1948        TA        TA       1122
## 1302          75           6      1946        TA        TA        904
## 1304          50           6      1957        TA        TA        928
## 1305          50           7      1954        TA        TA        901
## 1307          87           9      1880        TA        TA       1675
## 1308          69           5      1900        TA        Fa        830
## 1309         100           8      1915        TA        TA        876
## 1310          53           8      1920        TA        TA        730
## 1312          69           7      1900        TA        TA        709
## 1315          60           9      1905        Gd        TA        884
## 1316          60           9      1928        TA        Ex        689
## 1317          60           7      1905        TA        TA       1221
## 1318          35           6      1914        TA        TA        742
## 1320           0           7      1926        TA        TA        572
## 1321          75           9      1893        Ex        Ex       1521
## 1324          65           6      1959        TA        TA        984
## 1325          81           5      1954        TA        TA       1050
## 1326          70           5      1956        TA        TA        882
## 1327          52           6      1958        TA        TA       1093
## 1328          55           7      1928        Gd        Gd       1143
## 1330          50           6      1930        TA        TA        779
## 1331           0           5      1935        TA        TA       1144
## 1332          50           6      1924        TA        TA        784
## 1333          50           7      1941        TA        Gd        832
## 1334          59           9      1900        TA        Gd        736
## 1335          50           7      1940        TA        TA       1014
## 1336          50           7      1924        TA        Fa        949
## 1337          50           7      1929        TA        TA        950
## 1338          50           7      1937        TA        Gd        825
## 1339          50           5      1939        TA        TA        874
## 1340          50           7      1926        TA        TA       1013
## 1341          60           7      1920        TA        Gd        565
## 1343          52           7      1929        TA        TA        624
## 1345          52           7      1930        TA        TA       1128
## 1347          51           5      1923        TA        TA       1226
## 1349          60           8      1920        TA        TA        751
## 1350          60           6      1927        TA        TA        520
## 1352          64           7      1923        TA        TA       1053
## 1353          60           6      1925        TA        Gd       1133
## 1354          60           4      1915        TA        Gd       1170
## 1355           0           5      1940        TA        TA        988
## 1356          55           7      1918        TA        Gd        838
## 1357          57           8      1910        TA        TA       1242
## 1359          63           8      1910        Gd        TA        825
## 1360           0           6      1930        Gd        Gd        768
## 1363           0           6      1915        TA        Fa        880
## 1364          60           7      1925        TA        TA       1040
## 1365          62           6      1925        TA        TA        788
## 1367          49           7      1955        TA        Gd        825
## 1369          60           8      1912        TA        TA        759
## 1370          60           3      1915        Fa        Fa        808
## 1371          60           7      1906        TA        TA        756
## 1373          55           5      1968        TA        TA       1211
## 1374         115           5      1948        TA        TA        720
## 1376          62           7      1940        TA        Gd        808
## 1378          70           5      1965        TA        TA       1040
## 1379          80           5      1978        TA        TA       1096
## 1381          68           7      1967        TA        Fa        992
## 1382          57           7      1967        TA        TA        894
## 1383           0           8      1978        TA        TA       1034
## 1384           0           5      1967        TA        TA       1073
## 1385           0           5      1984        TA        TA       1126
## 1388           0           3      1959        TA        TA       1006
## 1389           0           6      1966        TA        TA       1228
## 1390          94           8      1963        TA        Gd        960
## 1391          88           8      1956        TA        TA       1188
## 1392           0           5      1954        TA        TA       1383
## 1393           0           7      1960        TA        TA       1252
## 1395          60           8      1940        TA        TA        672
## 1398           0           8      1970        TA        Gd        904
## 1399           0           5      1996        TA        TA       1291
## 1400          83           5      1977        TA        TA       1156
## 1401          82           6      1979        TA        TA       1524
## 1404         124           7      1959        TA        TA       1357
## 1405          50           5      1948        TA        TA        617
## 1406          85           5      1953        TA        TA       1094
## 1407          75           8      1908        TA        TA       1307
## 1409          66           7      1918        TA        TA       1163
## 1410         120           7      1935        TA        TA       1236
## 1411          68           6      1956        TA        TA       1509
## 1412          50           5      1975        TA        TA        864
## 1413          50           8      1962        Gd        TA        621
## 1414          50           8      1900        TA        TA        961
## 1415          70           7      1910        TA        TA        820
## 1416          68           5      1950        TA        TA       1164
## 1417          60           5      1924        TA        TA        572
## 1418          60           6      1941        TA        TA        616
## 1419          86           5      1990        TA        TA       1532
## 1420           0           5      1995        Gd        TA       1093
## 1421          80           5      1994        Gd        TA       1626
## 1422           0           5      1993        Gd        TA       1101
## 1423          85           5      1996        Gd        TA       1302
## 1425          65           5      2007        Gd        TA       1615
## 1428          59           5      1993        Gd        TA       1080
## 1429           0           5      1995        Gd        TA       1511
## 1430           0           6      1966        TA        TA       1643
## 1431          79           5      1997        TA        TA        616
## 1432          65           7      1994        TA        TA        990
## 1433          75           6      1995        TA        TA       1099
## 1434          57           5      1994        TA        TA        990
## 1435           0           5      1997        TA        TA       1418
## 1436           0           5      1997        TA        TA        872
## 1437          68           5      2000        Gd        TA        782
## 1439          57           5      1998        TA        TA        880
## 1440          93           5      1999        Gd        TA       1479
## 1441          88           5      2002        Gd        TA       1494
## 1442          80           5      2001        Gd        TA        963
## 1443          75           5      2000        Gd        TA        928
## 1444          68           5      2001        Gd        TA        920
## 1445           0           6      1975        TA        TA        938
## 1446          65           8      1977        Gd        TA        985
## 1447           0           6      1978        TA        TA       1174
## 1448           0           6      1978        TA        TA       1026
## 1451          88           6      1975        TA        TA        924
## 1452          60           7      1972        TA        TA        864
## 1453          60           7      1972        TA        TA        780
## 1454          75           5      2002        Gd        TA       1795
## 1455          75           5      2002        Gd        TA       1128
## 1456           0           5      2000        Gd        TA        992
## 1457           0           5      2001        Gd        TA       1290
## 1458          73           5      1999        Gd        TA       1004
## 1459          75           5      1998        Gd        TA       1153
## 1460           0           5      2001        Gd        TA       1055
## 1461           0           5      2001        Gd        TA       1366
## 1462           0           5      2002        Gd        TA       1786
## 1463           0           5      2002        Gd        TA       1149
## 1464          65           5      2003        Gd        TA        884
## 1465          41           5      2003        Gd        TA       1129
## 1466          72           5      2003        Gd        TA        798
## 1467          96           5      1999        Gd        TA        886
## 1468          70           5      1994        Gd        Gd        933
## 1469          37           5      2003        Gd        TA        848
## 1470           0           5      2004        Gd        TA        848
## 1471          75           5      1997        TA        TA       1493
## 1473          70           5      2002        Gd        TA       1536
## 1474          65           5      2003        Gd        TA        856
## 1475          75           5      2004        Gd        TA       1445
## 1476          65           5      2004        Gd        TA       1436
## 1477          64           5      2004        Gd        TA        770
## 1478          85           5      2007        Gd        TA       1234
## 1479          85           6      2007        Gd        TA       1564
## 1480          74           5      2007        Gd        TA       1361
## 1481          63           5      2005        Gd        TA        728
## 1482           0           5      2004        Gd        TA        848
## 1483           0           5      2004        Gd        TA        848
## 1484           0           5      2004        Gd        TA        848
## 1485           0           5      2004        Gd        TA        848
## 1486          67           7      1910        TA        TA        796
## 1487          67           7      1900        TA        TA       1272
## 1489          75           6      1965        Gd        TA       1256
## 1490          64           5      1976        TA        TA       1033
## 1491          65           6      1976        TA        TA       1127
## 1492          63           6      1940        TA        TA        996
## 1493          90           5      1972        TA        TA       1181
## 1494          60           5      2003        Gd        TA        760
## 1495           0           6      1977        TA        TA       1117
## 1496          72           7      1976        TA        TA        684
## 1500          35           5      2005        TA        TA       1072
## 1501          65           5      1955        TA        TA       1152
## 1502          65           5      1955        TA        Fa       1152
## 1503          92           4      1955        TA        TA       1440
## 1504          74           5      1955        TA        TA       1152
## 1505          56           5      1955        TA        TA        784
## 1506          60           7      1938        TA        TA        585
## 1508          68           5      1953        TA        TA        930
## 1509          70           6      1946        TA        TA        768
## 1510          60           6      1954        TA        TA        997
## 1511          59           7      1955        TA        Gd        872
## 1513          67           7      1923        TA        TA        949
## 1514          67           6      1925        TA        TA        864
## 1515          45           3      1914        TA        TA        864
## 1516          55           6      1912        TA        Fa        936
## 1517           0           8      1925        TA        TA        810
## 1518          60           8      1939        TA        TA       1052
## 1519          60           5      1925        TA        TA       1390
## 1520          60           8      1921        TA        TA       1424
## 1522          51           6      1921        TA        TA        990
## 1524          66           6      1926        TA        TA        672
## 1526          63           7      1915        TA        TA        840
## 1527          63           6      1914        TA        TA        676
## 1528          52           5      1930        TA        TA        790
## 1529          54           9      1925        Gd        Gd        798
## 1531           0           3      1923        TA        TA        819
## 1532          60           6      1931        TA        Fa        851
## 1533          74           7      1934        TA        TA        849
## 1535           0           4      1938        TA        TA        932
## 1536          79           5      1951        TA        Fa       1091
## 1540          70           9      1950        TA        Gd       1218
## 1542           0           7      1954        Gd        TA       1640
## 1543          24           6      1980        TA        TA        516
## 1544          24           6      1980        TA        Gd        716
## 1545          50           8      1926        TA        Gd        919
## 1546          60           8      1940        TA        TA        760
## 1547          40           4      1922        TA        TA        796
## 1548           0           8      1930        Gd        Gd        816
## 1549          71           6      1940        TA        TA        778
## 1550          58           7      1930        TA        TA        780
## 1552          60           7      1930        TA        TA        912
## 1553          75           5      1958        TA        TA       1151
## 1562          44           5      2004        Gd        TA       1646
## 1563          44           5      2004        Gd        TA       1646
## 1564           0           5      1996        Gd        TA       2032
## 1565           0           5      2002        Gd        TA       1689
## 1566           0           5      1996        TA        TA        910
## 1567          76           6      1977        TA        TA       1118
## 1568          75           6      1977        TA        TA       1279
## 1572          42           6      1986        Gd        TA       1501
## 1574          74           5      2006        Gd        TA       1537
## 1577          73           5      2006        TA        TA        712
## 1578          73           5      2006        TA        TA        754
## 1580          75           5      1989        TA        TA       1495
## 1582          93           5      1986        Gd        Gd       1256
## 1584          82           5      2003        Gd        TA       1440
## 1585           0           5      1999        Gd        TA       1675
## 1586          85           5      2003        Gd        TA       1482
## 1587          79           5      2007        Gd        TA       1728
## 1592          32           5      1997        TA        TA       1189
## 1594           0           6      1975        TA        TA       1040
## 1595           0           6      1976        TA        TA        616
## 1596          41           7      1976        TA        TA        925
## 1597          21           7      1973        TA        Gd        526
## 1598          21           6      1973        TA        TA        526
## 1599           0           6      1968        TA        Gd       1160
## 1600          21           9      1970        TA        Gd        546
## 1601          21           7      1972        TA        Gd        630
## 1602         100           5      1954        TA        TA        988
## 1603          59           7      1983        TA        Gd        816
## 1604          37           5      1984        TA        TA        923
## 1605          60           9      1982        Gd        Gd        816
## 1606          60           8      1982        TA        Gd        816
## 1607          60           6      1982        TA        TA        845
## 1609          74           6      1984        TA        TA        889
## 1612          85           6      1971        TA        TA       1587
## 1613          85           5      1970        TA        Gd       1277
## 1614          95           6      1973        TA        Gd       2223
## 1615          95           6      1970        Gd        Gd       2217
## 1616           0           5      2003        Gd        TA        847
## 1617           0           5      1995        TA        TA        806
## 1618           0           6      1997        TA        TA        794
## 1619          57           5      1997        TA        TA        916
## 1620          56           5      1997        TA        TA        754
## 1621          41           5      2000        Gd        TA       1652
## 1622           0           5      1994        TA        TA        924
## 1624          63           5      1996        Gd        TA        691
## 1625          63           5      1995        TA        TA       1253
## 1626          60           5      1999        TA        TA        957
## 1627           0           5      1992        TA        TA       1187
## 1628           0           5      1991        Gd        TA        802
## 1629           0           5      1992        TA        TA        812
## 1630           0           5      1993        TA        TA        910
## 1632           0           5      1986        Gd        TA       1088
## 1634          38           5      1988        Gd        TA       1179
## 1635          35           5      1990        Gd        TA       1321
## 1637          98           5      2005        Gd        TA       1164
## 1644           0           7      1981        Gd        Gd       1440
## 1647          78           7      1981        Gd        TA        725
## 1648          93           6      1978        TA        TA       1664
## 1649          61           5      1979        TA        TA       1085
## 1650          92           6      1977        TA        TA       1161
## 1651           0           6      1976        TA        TA       1118
## 1652           0           6      1978        TA        TA       1032
## 1653          79           6      1984        TA        TA       1177
## 1654          80           6      1979        TA        TA       1040
## 1655          80           5      1979        TA        TA       1353
## 1657         128           5      1971        TA        TA       1220
## 1658          70           6      1971        TA        TA       1484
## 1659          90           6      1968        Gd        TA       1041
## 1660           0           7      1976        TA        TA       1142
## 1661          64           6      1976        TA        TA       1324
## 1662          80           6      1974        TA        TA       1084
## 1663          70           7      1971        TA        TA        576
## 1664           0           5      1971        TA        TA        981
## 1665           0           9      1972        TA        TA        725
## 1667          66           5      1970        TA        TA        914
## 1668          61           5      1971        TA        TA        950
## 1669          70           5      1971        TA        TA        872
## 1670           0           6      1971        TA        TA        858
## 1671           0           7      1961        TA        Gd        914
## 1672          60           6      1971        TA        TA        864
## 1673          34           5      1998        TA        TA        767
## 1674          33           5      2001        Gd        TA       1337
## 1675          26           5      1997        Gd        TA       1337
## 1676          21           6      1973        TA        TA        525
## 1677          21           5      1973        TA        TA        672
## 1678          21           5      1973        TA        TA        672
## 1679          24           5      1970        TA        TA        630
## 1681           0           5      1976        TA        TA        958
## 1682          24           6      1976        TA        TA        804
## 1683          24           7      1978        TA        TA       1055
## 1684          65           6      1966        TA        TA        988
## 1698         105           5      2006        Ex        TA       2069
## 1699          98           5      2006        Gd        TA       1634
## 1704          76           5      2004        Gd        TA       1143
## 1708          99           5      2004        Gd        TA       1718
## 1709          99           5      2004        Gd        TA       1136
## 1710         110           5      2003        Gd        TA       1217
## 1711          93           5      2003        Gd        TA       1234
## 1713          70           5      2005        Gd        TA       1614
## 1714          71           5      2005        Gd        TA       1721
## 1716          61           5      2005        Gd        TA       1362
## 1718          34           5      2005        Gd        TA       1302
## 1719          41           5      2005        Gd        TA       1362
## 1720          34           5      2006        Gd        TA       1554
## 1721          34           5      2006        Gd        TA       1554
## 1722          44           5      2006        Gd        TA       1370
## 1723          48           5      2005        Ex        TA       1577
## 1724          60           5      2005        Ex        TA       1561
## 1727          48           5      2003        Gd        TA       1405
## 1729          65           5      2005        Gd        TA        768
## 1734          88           5      2005        TA        TA       1326
## 1744           0           5      2003        Gd        TA       1589
## 1746         182           5      2004        Gd        TA       1530
## 1747          65           5      2004        Gd        TA       1119
## 1748          87           5      2004        Gd        TA        744
## 1749          59           5      2004        Gd        TA        847
## 1751          62           5      2004        Gd        TA        840
## 1752           0           5      2003        Gd        TA        754
## 1753          63           5      2003        Gd        TA        847
## 1755           0           5      2002        Gd        TA        864
## 1756          62           5      1999        TA        TA        953
## 1757          76           5      2000        TA        TA        774
## 1758           0           5      2003        Gd        TA        660
## 1759          58           5      2000        TA        TA        940
## 1760          59           5      1999        TA        TA        961
## 1763           0           5      2000        Gd        TA        997
## 1766          74           5      1998        Gd        TA       1411
## 1767          83           5      1998        Gd        TA       1108
## 1769          92           5      1996        Gd        TA       1127
## 1770          95           5      1996        Gd        TA       1383
## 1772          65           5      1995        Gd        TA       1328
## 1774          88           5      1992        Gd        TA       1105
## 1775          82           5      1996        Gd        Gd       1335
## 1778          84           5      2006        Ex        TA       1905
## 1779          49           5      2007        Gd        TA       1464
## 1780          76           5      2006        Gd        TA       1534
## 1782         116           5      2006        Gd        TA       1636
## 1787          85           5      2006        Gd        TA       1588
## 1788          74           5      2005        Gd        TA       1538
## 1790          70           5      2005        Gd        TA       1506
## 1791          75           5      2004        Gd        TA       1694
## 1792          70           5      2006        Gd        TA        982
## 1793          75           5      2006        Gd        TA       1302
## 1798          75           5      2006        Gd        TA       1088
## 1801          84           5      2006        Gd        TA       1656
## 1804         100           5      2006        Gd        TA       1685
## 1806         102           5      2004        Gd        TA       1580
## 1808          63           5      2006        Gd        TA       1143
## 1809          60           5      2003        Gd        TA       1094
## 1810          65           5      2006        Gd        TA       1486
## 1811          70           5      1994        Gd        Gd        936
## 1812           0           5      1993        Gd        TA        920
## 1813          65           5      2000        TA        TA       1349
## 1814           0           5      1998        Gd        TA       1494
## 1815          50           5      1992        Gd        TA       1575
## 1816          50           5      1980        TA        TA        630
## 1817           0           7      1983        TA        TA        884
## 1819          64           5      1977        TA        TA        894
## 1820          80           6      1963        TA        TA        970
## 1821          70           5      1962        TA        TA       1057
## 1822           0           7      1962        TA        Gd        999
## 1823          85           5      1961        TA        TA       1120
## 1825          84           7      1968        TA        TA       1040
## 1826           0           5      1961        TA        TA        988
## 1827           0           6      1967        TA        TA        902
## 1828           0           5      1990        Gd        TA       1271
## 1829           0           7      1974        Gd        TA       1516
## 1830          44           5      1974        TA        TA       1037
## 1833           0           5      1990        Gd        TA       1453
## 1835          45           5      2004        Gd        TA       1378
## 1843          24           5      1999        TA        TA        757
## 1844          34           5      1999        TA        TA        729
## 1845           0           5      2000        Gd        TA        756
## 1846          24           5      2000        Gd        TA        769
## 1847           0           5      2000        Gd        TA        769
## 1848           0           5      2004        Gd        TA        551
## 1849          24           5      1999        Gd        TA        764
## 1850          66           5      1997        Gd        TA        975
## 1851          73           5      1999        Gd        TA       1358
## 1852           0           5      2003        Gd        TA       1072
## 1853         106           5      1998        Gd        Gd       1220
## 1854          50           5      1994        Gd        TA       1494
## 1855          80           6      1980        Gd        TA       2362
## 1856           0           7      1978        TA        TA       1432
## 1857          90           8      1976        Gd        Gd       1437
## 1858          40           6      1978        Gd        TA       1295
## 1859          80           7      1976        Gd        Gd       1094
## 1860          80           8      1976        TA        TA       1262
## 1863           0           5      2001        Gd        TA       1057
## 1864          78           6      1968        TA        TA       1152
## 1865          80           6      1970        TA        TA       1403
## 1866           0           6      1969        TA        TA       1082
## 1867         130           5      1968        TA        TA       1295
## 1868         108           7      1972        TA        TA       1610
## 1869          80           6      1993        TA        TA       1594
## 1870          78           6      1993        Gd        TA       1091
## 1871           0           6      1976        TA        TA       1680
## 1872          88           7      1966        TA        TA       1093
## 1873          80           6      1973        TA        TA       1242
## 1874          80           5      1963        TA        TA       1052
## 1875          70           6      1967        TA        TA       1107
## 1876           0           5      1967        TA        TA       1214
## 1877          79           7      1965        TA        TA       1073
## 1879           0           4      1964        TA        TA       1728
## 1880           0           5      1964        TA        TA       1224
## 1882           0           8      1960        TA        Gd        958
## 1883          80           5      1960        TA        TA       1065
## 1884          65           8      1958        TA        Gd       1138
## 1885          70           7      1958        TA        TA        912
## 1887           0           7      1959        TA        TA        882
## 1888           0           5      1961        TA        TA       1187
## 1889          76           7      1961        TA        Gd        964
## 1890          70           7      1960        TA        TA        894
## 1891          80           6      1966        TA        TA       1200
## 1892          80           5      1965        TA        TA       1042
## 1894          80           7      1964        TA        Gd        845
## 1895           0           5      1964        TA        TA       1374
## 1896           0           7      1959        TA        Gd       1652
## 1897           0           6      1960        TA        TA       1429
## 1898          75           6      1959        TA        TA       1327
## 1899          70           5      1962        TA        TA       1224
## 1900          57           5      1950        TA        TA        932
## 1901          85           7      1940        TA        TA        908
## 1903          50           3      1946        Fa        Fa        666
## 1904          51           5      1945        TA        TA        442
## 1905          50           8      1958        TA        TA        808
## 1906         100           6      1964        TA        TA       1127
## 1907          80           6      1955        TA        Gd       1150
## 1908          95           5      1948        TA        TA        928
## 1909          79           5      1941        TA        TA        968
## 1910          79           7      1942        TA        TA        888
## 1911          63           5      1968        TA        TA       1560
## 1912           0           6      1966        TA        TA       1280
## 1913         100           5      1961        TA        TA       1254
## 1914          70           5      1958        TA        TA        912
## 1915          78           5      1958        TA        TA        874
## 1917          73           7      1957        TA        TA        936
## 1918          65           6      1956        TA        TA       1008
## 1919          60           7      1963        TA        TA       1053
## 1920          70           6      1958        TA        TA       1056
## 1921          75           6      1958        TA        TA       1442
## 1922          80           7      1954        TA        TA       1056
## 1923          90           6      1957        TA        TA       1244
## 1924          70           5      1960        TA        TA       1144
## 1925          80           6      1957        TA        TA       1721
## 1926          72           5      1957        TA        TA        922
## 1927          72           5      1956        TA        TA       1048
## 1928           0           3      1970        TA        TA       1657
## 1929          70           6      1955        TA        TA       1411
## 1930          75           5      1955        TA        TA       1216
## 1931          60           9      1953        TA        Ex       1154
## 1932          70           5      1958        TA        TA       1560
## 1933          60           6      1952        TA        TA        948
## 1934          68           7      1953        TA        TA       1040
## 1935          66           7      1953        TA        TA       1008
## 1936          71           8      1956        TA        Gd        925
## 1938          55           4      1955        TA        TA       1040
## 1939          70           5      1955        TA        Gd        925
## 1940          70           7      1956        TA        TA        928
## 1942           0           5      1952        TA        TA        924
## 1943          60           7      1890        Gd        Gd       1000
## 1944          60           7      1949        TA        TA        893
## 1945           0           6      1953        TA        TA       1216
## 1947          60           6      1940        TA        TA        735
## 1948          55           6      1956        TA        TA        882
## 1950          60           6      1927        TA        TA        968
## 1951          60           9      1895        TA        Gd        751
## 1953          93           5      1963        TA        TA       1035
## 1955          66           6      1968        TA        TA        952
## 1957          60           7      1949        TA        Gd        672
## 1958          60           5      1948        TA        TA       1082
## 1959          78           6      1949        TA        TA       1168
## 1960          60           7      1950        TA        TA        988
## 1962          60           8      1950        TA        TA        864
## 1963          70           7      1960        TA        TA       1134
## 1964           0           7      1959        TA        TA       1040
## 1965          70           6      1958        TA        TA       1170
## 1966          70           5      1960        TA        TA       1242
## 1967          80           5      1960        TA        TA       1377
## 1968          80           4      1961        TA        TA       1800
## 1969          70           6      1961        TA        TA        925
## 1970          80           8      1964        TA        TA       1020
## 1971          69           5      1962        TA        TA        876
## 1972          60           5      1962        TA        TA        864
## 1973          66           5      1962        TA        TA        936
## 1974          60           7      1926        Gd        Gd        960
## 1976          50           6      1927        TA        TA        866
## 1977          56           5      1922        TA        TA       1022
## 1978          60           5      1980        TA        TA        936
## 1979          56           6      1920        TA        TA        967
## 1980          60           7      1885        TA        TA       1047
## 1981          60           8      1940        TA        TA       1072
## 1982         120           8      1900        TA        TA        680
## 1983          50           7      1948        TA        Gd        679
## 1985          50           6      1900        TA        TA        761
## 1986          50           4      1920        TA        TA        960
## 1987          57           8      1900        TA        TA       1156
## 1988          40           9      1945        TA        Gd        866
## 1989          60           6      1923        Gd        TA        968
## 1990           0           9      1910        Gd        Gd        909
## 1992          60           8      1925        TA        TA        842
## 1993          35           7      1910        TA        TA        616
## 1995          56           8      1910        TA        TA        991
## 2000          40           7      1926        TA        Gd       1149
## 2003          52           5      1930        TA        TA        912
## 2004          52           6      1956        TA        TA        968
## 2007          55           6      1950        TA        TA        910
## 2009          70           7      1923        TA        TA        915
## 2010          50           7      1939        TA        Gd        728
## 2011          50           6      1939        TA        TA        608
## 2012          60           6      1941        TA        Gd        869
## 2013          51           7      1939        Gd        TA        884
## 2014           0           5      1938        TA        TA        861
## 2015          52           8      1939        TA        Gd        899
## 2016          52           7      1930        TA        TA       1014
## 2017          51           6      1926        TA        TA        903
## 2018          51           8      1920        TA        TA        939
## 2019          51           8      1929        TA        TA        854
## 2020          52           6      1931        TA        TA        959
## 2021          60           5      1926        TA        TA        986
## 2022          47           8      1918        TA        Gd       1100
## 2023          60           6      1919        TA        TA       1060
## 2024          60           7      1920        TA        Gd        752
## 2025          60           5      1926        TA        TA        960
## 2026          60           7      1915        TA        TA        698
## 2027           0           6      1929        TA        TA        672
## 2029          40           4      1901        TA        TA        933
## 2030          40           3      1901        TA        TA        969
## 2031           0           4      1931        TA        Fa       1226
## 2032          57           7      1930        TA        TA       1108
## 2033         120           6      1963        TA        TA       1497
## 2034          60           7      1914        TA        TA        773
## 2035          50           6      1937        TA        Gd        780
## 2036          60           9      1950        TA        Ex        976
## 2037          60           5      1915        TA        TA       1138
## 2039          60           7      1920        TA        TA        581
## 2040          40           7      1916        TA        TA       1196
## 2041           0           6      1941        TA        TA        854
## 2043          55           7      1930        TA        Gd        840
## 2045         107           8      1937        TA        Gd       1262
## 2047          60           6      1940        TA        TA        756
## 2048          59           6      1942        TA        TA        778
## 2049          75           5      1963        TA        TA        999
## 2051          62           3      1964        TA        TA       1005
## 2052          61           5      1961        TA        Fa       1029
## 2053          65           8      1964        Gd        Gd       1020
## 2054           0           4      1966        TA        TA       1040
## 2055          70           5      1966        TA        TA        913
## 2056          99           5      1966        TA        TA        894
## 2057           0           5      1968        TA        TA        948
## 2058          70           6      1971        TA        TA        868
## 2059          86           5      1968        TA        TA        897
## 2060           0           5      1967        TA        Gd        943
## 2061          66           7      1966        TA        TA        955
## 2062         109           5      1968        TA        TA        894
## 2063          71           5      1977        TA        TA       1285
## 2064           0           7      1966        TA        Gd        912
## 2065          81           5      1956        TA        TA       1375
## 2067           0           7      1918        TA        Gd       1416
## 2068          70           8      1940        TA        TA        798
## 2069          91           5      1954        TA        TA       1299
## 2070          85           6      1958        TA        TA       1176
## 2073           0           5      1984        TA        TA       1522
## 2074          97           5      1988        Gd        TA       1164
## 2075           0           7      1948        TA        Gd       1325
## 2079          84           7      1950        TA        TA       2158
## 2080          70           6      1954        TA        TA        988
## 2081          60           5      1958        TA        TA        864
## 2084          58           7      1920        TA        TA        605
## 2085          39           6      1984        Gd        Ex       1038
## 2086          58           6      1951        TA        TA       1342
## 2087          60           6      1951        TA        TA       1080
## 2088          50           5      1920        Fa        Fa        986
## 2089          60           6      1957        TA        TA       1340
## 2091         114           5      1990        Gd        TA       1442
## 2092         116           5      1990        Gd        TA       1122
## 2093          86           5      1986        Gd        TA       1553
## 2094         103           5      1991        Gd        TA        912
## 2095          82           6      1989        Gd        TA       1175
## 2096          75           5      1994        Gd        Gd       1029
## 2107          74           5      2006        Gd        TA       1240
## 2109          75           5      2005        Gd        TA       1546
## 2110          73           5      2006        Gd        TA       1500
## 2111          64           5      2005        Gd        TA       1270
## 2112          78           5      2005        Gd        TA        879
## 2113          78           5      2006        Gd        TA       1314
## 2114           0           5      1988        Gd        TA       1180
## 2115           0           5      1988        Gd        TA        946
## 2117           0           5      1992        Gd        TA       1079
## 2118           0           8      1966        TA        TA        976
## 2119         155           6      1976        Gd        TA       1743
## 2120           0           5      1994        TA        TA       1022
## 2121          65           5      1994        TA        TA        990
## 2122         105           5      1995        Gd        Gd       1200
## 2123          57           6      1997        TA        Gd        646
## 2124           0           5      1998        TA        TA        882
## 2125          60           7      1994        TA        Gd        990
## 2126          70           5      1996        TA        TA       1097
## 2127          60           5      1994        TA        TA        990
## 2128          69           5      1997        TA        Gd        905
## 2129          47           5      1999        Gd        TA        988
## 2130          43           5      1998        Gd        TA        853
## 2131          68           5      2001        Gd        TA        845
## 2132           0           5      2000        Gd        TA        985
## 2133          72           5      2003        Gd        TA       1479
## 2134          72           5      2003        Gd        TA        840
## 2135          97           5      1974        TA        TA        894
## 2136          59           5      1976        TA        Gd       1025
## 2137          72           7      1977        TA        TA       1009
## 2138          45           5      1977        TA        TA       1040
## 2139          39           4      1977        TA        TA        907
## 2140          75           6      1975        TA        TA        879
## 2141          70           5      1972        TA        TA        882
## 2142         120           6      1975        TA        TA        969
## 2143          60           5      1972        TA        TA        864
## 2144          60           8      1972        TA        Gd        875
## 2145          80           5      2004        Gd        TA       2000
## 2146           0           5      2002        Gd        TA       1284
## 2147           0           5      2000        Gd        TA       1673
## 2148          70           5      2002        Gd        TA       1459
## 2149          70           5      2003        Gd        TA        992
## 2150          65           5      2002        Gd        TA        860
## 2151          66           5      1998        Gd        TA       1210
## 2152          73           5      1994        Gd        TA       1592
## 2153           0           5      2001        Gd        TA       1531
## 2155          90           5      2002        Gd        TA       1668
## 2156          80           5      1995        Gd        TA       1220
## 2157          36           5      2003        Gd        TA        848
## 2158          73           5      1999        Gd        TA       1341
## 2159          65           5      2003        Gd        TA        847
## 2160          65           5      2003        Gd        TA       1337
## 2162          79           5      2006        Gd        TA        939
## 2163          63           5      2004        Gd        TA       1422
## 2164          65           5      2005        Gd        TA       1190
## 2166          64           5      2006        Gd        TA        738
## 2167          64           5      2005        Gd        TA        768
## 2168          70           7      1965        TA        TA       1214
## 2170          67           6      1963        TA        Gd       1088
## 2171          73           5      1965        TA        TA        960
## 2172          74           6      1925        TA        Gd        901
## 2174          81           5      1990        TA        Gd        816
## 2175          65           6      1976        TA        Fa       1044
## 2176           0           7      1976        TA        Gd       1113
## 2179          60           5      2005        TA        TA       1090
## 2180          60           5      2005        TA        TA        734
## 2183          35           5      2005        TA        TA       1072
## 2184          64           7      1959        TA        TA        960
## 2185          74           3      1955        TA        TA       1152
## 2186          75           5      1954        TA        TA        948
## 2188          70           6      1931        TA        TA        774
## 2189          62           8      1920        TA        TA        740
## 2192          60           5      1955        TA        TA        768
## 2193          60           5      1955        TA        TA        864
## 2194          60           6      1954        TA        TA        948
## 2197          55           7      1923        TA        Gd        900
## 2198          55           5      1926        TA        TA        789
## 2199          54           5      1926        TA        TA       1422
## 2200          51           7      1921        TA        TA        759
## 2201          60           7      1937        TA        TA        981
## 2202          63           8      1930        TA        TA        567
## 2203          53           7      1921        TA        TA        851
## 2204          55           8      1918        Gd        TA        912
## 2205          53           8      1926        TA        TA        686
## 2206          53           5      1941        TA        Gd        918
## 2207          40           6      1913        TA        TA        694
## 2208          53           6      1910        TA        TA        661
## 2209          50           7      1938        TA        Gd        954
## 2210          82           6      1946        TA        TA        979
## 2211          82           6      1949        TA        TA       1001
## 2212          60           7      1927        TA        TA        867
## 2214          86           6      1918        TA        TA       1370
## 2217           0           7      1932        TA        TA       1096
## 2218          79           5      1941        TA        TA        760
## 2220          61           8      1945        TA        TA       1436
## 2221         110           7      1957        TA        TA       1839
## 2222          75           6      1940        TA        TA        960
## 2224           0           4      1960        TA        Fa       1560
## 2225           0           6      1968        TA        TA       1488
## 2226          24           6      1980        TA        Gd        529
## 2227           0           5      1995        TA        TA       1680
## 2228          35           5      1988        TA        TA       1020
## 2229           0           5      1971        TA        TA       1696
## 2231          70           5      1986        Gd        TA       2726
## 2232          85           7      1919        TA        TA        997
## 2233          50           7      1940        TA        TA        720
## 2234          50           6      1941        TA        TA        803
## 2235          50           7      1925        Gd        Gd        936
## 2236          50           5      1939        TA        TA        772
## 2238          46           7      1922        TA        TA        816
## 2239          59           5      1920        TA        TA       1012
## 2241          75           5      1950        TA        TA        910
## 2247          44           5      2006        Gd        TA       1625
## 2248           0           6      1979        TA        TA       1299
## 2249           0           6      1978        TA        TA        912
## 2250          71           5      1983        TA        Gd       1080
## 2251          80           5      2002        Gd        TA       1392
## 2252          44           5      2002        Gd        TA       1409
## 2253           0           5      1991        TA        TA       1478
## 2254           0           6      1975        TA        TA        918
## 2255          82           6      1974        TA        TA       1026
## 2256          46           6      1987        Gd        TA       1501
## 2258         115           6      1959        TA        Gd       1328
## 2259         149           8      1958        TA        Gd       2279
## 2262          64           5      2006        Gd        TA       1484
## 2265          42           7      1985        TA        TA       1240
## 2266          44           5      1990        Gd        Gd       1187
## 2267           0           5      1996        Gd        TA        888
## 2268           0           5      2001        Gd        TA       1312
## 2269          73           5      2003        Gd        TA       1146
## 2270          80           5      2002        Gd        TA       1922
## 2271           0           5      1996        Gd        TA       1491
## 2272          85           5      2002        Gd        TA       1629
## 2273           0           5      2003        Gd        TA       1146
## 2274          50           4      1963        TA        TA       1572
## 2277          88           5      2005        Gd        TA       1133
## 2280          62           5      1996        TA        TA        936
## 2281          94           5      1963        TA        TA       1040
## 2282         100           4      1967        TA        TA       1632
## 2283           0           4      1961        TA        Gd       1622
## 2284          44           7      1976        TA        TA       1060
## 2285          44           5      1976        TA        TA       1142
## 2286          21           4      1972        TA        TA        546
## 2287           0           5      1970        TA        TA        530
## 2288          21           6      1970        TA        TA        546
## 2289          21           5      1970        TA        TA        546
## 2290          21           6      1970        TA        TA        630
## 2291          21           3      1976        TA        TA        546
## 2292           0           5      1976        TA        TA       1062
## 2293          72           5      1977        TA        TA       1008
## 2294           0           6      1977        TA        TA       1356
## 2296          68           7      1977        TA        TA        716
## 2297          50           7      1971        TA        TA        796
## 2298          54           7      1970        TA        Gd        768
## 2300          69           6      1982        TA        TA        845
## 2301           0           6      1976        TA        TA       1178
## 2302          76           7      1982        TA        TA        816
## 2303          65           7      1983        TA        TA        816
## 2305          62           6      1984        TA        TA        887
## 2306           0           5      1954        TA        TA       1293
## 2307          85           6      1956        TA        Gd       1024
## 2308           0           5      1957        TA        TA       1797
## 2310          90           6      1969        TA        Gd       1851
## 2311          60           5      1997        TA        TA        813
## 2312           0           5      1997        TA        TA        993
## 2313           0           5      1995        TA        TA        781
## 2314           0           5      1995        TA        TA        691
## 2315          54           5      1996        TA        TA        821
## 2316          70           5      1997        TA        TA        802
## 2319          50           5      2005        Gd        TA       1074
## 2320          72           5      2005        Gd        TA        901
## 2323          68           5      1994        Gd        TA       2079
## 2324           0           6      1993        TA        TA       1169
## 2325           0           5      1993        TA        TA        697
## 2326          63           5      1998        TA        TA        955
## 2328          44           7      1987        Gd        Gd       1064
## 2329           0           5      1985        Gd        TA       1742
## 2338           0           6      1948        TA        TA       1547
## 2339         100           5      1955        TA        TA       1056
## 2340          60           5      2005        Gd        TA       1714
## 2343          91           7      1984        Gd        TA       1621
## 2344           0           5      1988        Gd        Gd       1377
## 2345           0           7      1977        TA        TA       1468
## 2346           0           5      1976        TA        TA        790
## 2347           0           6      1980        TA        TA       1102
## 2348          80           5      1988        TA        TA       1872
## 2349          81           5      1978        TA        TA        945
## 2350          79           6      1980        TA        Gd       1686
## 2352          85           6      1975        TA        TA        811
## 2353           0           5      1976        Gd        TA       1083
## 2355          81           6      1975        TA        TA       1109
## 2356          78           6      1975        TA        TA       1074
## 2357          78           5      1976        TA        TA        832
## 2358          78           6      1974        TA        TA       1309
## 2359          80           6      1974        TA        TA       1103
## 2362           0           4      1971        TA        TA        858
## 2363          60           4      1971        TA        TA        874
## 2364          26           5      2002        Gd        TA       1419
## 2365          24           5      1973        TA        TA        525
## 2367          21           5      1973        TA        TA        483
## 2368          21           7      1972        TA        TA        494
## 2370          21           7      1972        TA        TA        672
## 2371          21           5      1972        TA        TA        483
## 2372          21           5      1972        TA        TA        525
## 2373          21           5      1972        TA        TA        483
## 2374          53           5      1975        TA        TA       1069
## 2375          65           7      1967        TA        TA       1387
## 2376          68           5      1967        TA        TA        900
## 2377          24           7      1976        TA        TA       1055
## 2378          24           5      1976        TA        TA        855
## 2379         129           5      2004        Gd        TA       1980
## 2382         110           5      2004        Gd        TA       1618
## 2386          98           5      2004        Gd        TA       1850
## 2388         108           5      2004        Gd        TA       1132
## 2390          80           5      2005        Gd        TA       1038
## 2402          74           5      2005        Gd        TA       1058
## 2403           0           5      2004        Gd        TA       1426
## 2404          43           5      2005        Gd        TA       1364
## 2405          48           5      2005        Ex        TA       1565
## 2410           0           5      2003        Gd        TA       1405
## 2421           0           5      2003        Gd        TA       1557
## 2422           0           5      2003        Gd        TA       1456
## 2423           0           5      2002        Gd        TA       1511
## 2424           0           5      2004        Gd        TA       1414
## 2425           0           5      2004        Gd        TA       1548
## 2428          43           5      2005        Gd        TA       1506
## 2431          60           5      2005        Gd        TA        734
## 2432           0           5      2002        Gd        TA        807
## 2433          74           5      2004        Gd        TA        707
## 2434          59           5      2004        Gd        TA        848
## 2435         106           5      2000        Gd        TA       1454
## 2436          63           5      2003        Gd        TA        807
## 2437           0           5      2000        TA        TA        953
## 2438           0           5      2000        TA        TA       1008
## 2439           0           5      1998        Gd        TA        956
## 2440          58           5      2000        TA        TA        959
## 2442          66           5      1999        Gd        TA       1005
## 2443          82           5      1997        Gd        TA       1407
## 2444          84           5      1998        Gd        TA       1079
## 2445          83           5      2000        Gd        TA       1205
## 2448          78           5      1998        Gd        TA       1086
## 2450          83           5      1995        Gd        TA       1358
## 2452           0           5      1994        Gd        TA       1305
## 2453          92           5      1994        Gd        TA       1203
## 2454           0           5      1993        Gd        TA       1565
## 2459          73           5      2005        Gd        TA       1616
## 2466          65           5      2005        Gd        TA        858
## 2469          62           5      2005        Gd        TA       1266
## 2471          74           5      2005        TA        TA       1142
## 2476          65           5      2005        Gd        TA        891
## 2477          74           5      2005        Gd        TA        831
## 2478          70           5      1997        TA        TA        941
## 2479          65           5      1992        Gd        Gd        810
## 2480          70           5      1992        Gd        TA        844
## 2481          50           5      1990        Gd        TA       1398
## 2482          50           5      1991        Gd        TA       1217
## 2483           0           5      1994        TA        TA        636
## 2484           0           4      1966        TA        TA       1056
## 2486          70           4      1962        TA        TA        988
## 2488          68           6      1977        TA        Gd       1286
## 2490          88           7      1977        TA        TA       1212
## 2491           0           5      1965        TA        TA        984
## 2492          65           6      1968        TA        TA        909
## 2493           0           6      1963        TA        TA        925
## 2494           0           6      1965        TA        TA       1024
## 2495           0           6      1965        TA        TA        935
## 2496           0           6      1964        TA        TA        912
## 2497          65           7      1961        TA        TA       1236
## 2498           0           6      1967        TA        TA        941
## 2500         121           5      1991        Gd        TA       1301
## 2501         105           5      1992        Gd        TA       1520
## 2503           0           5      1992        Gd        TA       1166
## 2504          89           5      1994        Gd        TA       1624
## 2505          34           5      2004        Gd        TA       1143
## 2506          37           5      2005        Gd        TA       1247
## 2507          30           5      2005        TA        TA        520
## 2508          24           5      2005        Gd        TA        520
## 2509          24           5      2005        Gd        TA        520
## 2511           0           5      2000        Gd        TA        768
## 2512          35           5      1999        Gd        TA        713
## 2513           0           5      2000        Gd        TA        673
## 2514           0           5      2003        Gd        TA        530
## 2515         114           5      1997        Gd        TA        854
## 2516          60           5      2001        Gd        TA       1568
## 2517          30           5      1995        Gd        Gd       1494
## 2518           0           6      1977        Gd        TA       1208
## 2519           0           5      1980        Gd        TA       1235
## 2520          36           5      1980        Gd        TA       1036
## 2521          40           5      1980        Gd        TA       1226
## 2522          40           5      1978        Gd        TA       1226
## 2524          79           6      1972        TA        TA       1193
## 2525         102           6      1968        TA        TA       1222
## 2526           0           7      1968        TA        TA       2156
## 2527          90           6      1968        TA        TA        708
## 2528           0           7      1968        TA        TA       1512
## 2530          78           6      1967        TA        TA       1334
## 2531          80           5      1969        TA        TA       1164
## 2532          75           5      1967        TA        TA        980
## 2533          80           5      1968        TA        TA       1051
## 2534          72           5      1968        TA        TA        884
## 2536          70           5      1968        TA        TA       1052
## 2537          70           6      1968        TA        TA        898
## 2538           0           5      1966        TA        TA       1051
## 2539          80           7      1967        TA        TA       1141
## 2540          71           8      1965        TA        TA       1200
## 2541           0           5      1971        TA        TA       1097
## 2542           0           6      1961        TA        TA       1050
## 2543          70           5      1958        TA        TA        864
## 2544          70           5      1959        TA        TA       1712
## 2546          80           6      1964        TA        TA       1251
## 2547           0           6      1964        TA        TA       1488
## 2548          85           6      1964        TA        TA        720
## 2549          75           5      1958        TA        Fa       1095
## 2551          80           7      1960        TA        TA       1248
## 2552          60           8      1934        TA        TA        816
##      SecondFlrSF BedroomAbvGr TotRmsAbvGrd GrLivArea MiscVal YearRemodel
## 1              0            3            7      1656       0        1960
## 2              0            2            5       896       0        1961
## 3              0            3            6      1329   12500        1958
## 4              0            3            8      2110       0        1968
## 5            701            3            6      1629       0        1998
## 6            678            3            7      1604       0        1998
## 7              0            2            6      1338       0        2001
## 8              0            2            5      1280       0        1992
## 9              0            2            5      1616       0        1996
## 10           776            3            7      1804       0        1999
## 11           892            3            7      1655       0        1994
## 12             0            3            6      1187     500        2007
## 13           676            3            7      1465       0        1998
## 14             0            2            5      1341       0        1990
## 15             0            1            4      1502       0        1985
## 19             0            2            4       864       0        1951
## 21             0            3            7      1844       0        1977
## 22             0            3            6      1173       0        1974
## 23           860            3            7      1674       0        2000
## 24             0            2            5      1004     700        1970
## 25             0            3            6      1078       0        2008
## 26             0            3            6      1056       0        1968
## 27             0            2            4       882       0        1970
## 28             0            3            5       864       0        1971
## 29             0            2            5      1337       0        1999
## 30           504            2            5       987       0        1971
## 31           567            3            6      1092       0        1971
## 32           567            3            6      1092       0        1971
## 33             0            2            4      1069       0        1977
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## 2543           0            3            5       864       0        1958
## 2544           0            4            8      1712       0        2005
## 2546           0            3            6      1251     700        1964
## 2547           0            3            7      1488       0        1964
## 2548         720            4            7      1440       0        1964
## 2549           0            2            6      1095       0        1958
## 2551           0            3            6      1248       0        1960
## 2552           0            2            4       816       0        1950
##       predict1     residual1   standResid1  predict2     residual2  standResid2
## 1    198483.46   16516.53706  0.3578814708 173366.58   41633.41556  0.977399474
## 2    114236.33   -9236.32638 -0.2001333608 130588.50  -25588.49910 -0.600723847
## 3    162235.02    9764.97608  0.2115881791 173366.58   -1366.58444 -0.032082376
## 4    248810.04   -4810.04189 -0.1042243213 216144.67   27855.33023  0.653940705
## 5    195490.47   -5590.47256 -0.1211347474 130588.50   59311.50090  1.392415900
## 6    192719.19    2780.81482  0.0602548885 173366.58   22133.41556  0.519611193
## 7    163232.69   50267.31262  1.0891956172 258922.76  -45422.75511 -1.066359230
## 8    156803.30   34696.69936  0.7518104888 258922.76  -67422.75511 -1.582838317
## 9    194049.40   42450.59688  0.9198224782 258922.76  -22422.75511 -0.526403822
## 10   214889.48  -25889.48427 -0.5609751413 216144.67  -27144.66977 -0.637257011
## 11   198372.61  -22472.61145 -0.4869381039 173366.58    2533.41556  0.059475280
## 12   146494.11   38505.88844  0.8343482620 173366.58   11633.41556  0.273109811
## 13   177310.83    3089.17269  0.0669364082 173366.58    7033.41556  0.165118729
## 14   163565.24    7934.75813  0.1719308897 216144.67  -44644.66977 -1.048092648
## 15   181412.33   30587.66736  0.6627756984 258922.76  -46922.75511 -1.101573713
## 19   110689.08   30310.92147  0.6567791493  87810.41   53189.58623  1.248695859
## 21   219323.54  -29323.54409 -0.6353845877 173366.58   16633.41556  0.390491422
## 22   144942.19   25057.80937  0.5429543519 216144.67  -46144.66977 -1.083307131
## 23   200478.79   15521.21014  0.3363146581 216144.67    -144.66977 -0.003396314
## 24   126208.29   22791.71211  0.4938523991 173366.58  -24366.58444 -0.572037785
## 25   134411.30   15488.70144  0.3356102574 130588.50   19311.50090  0.453363016
## 26   131972.57   10027.43434  0.2172751430 130588.50   11411.50090  0.267900071
## 27   112684.41   13315.59455  0.2885232266  87810.41   38189.58623  0.896551028
## 28   110689.08    4310.92147  0.0934093456  87810.41   27189.58623  0.638311485
## 29   163121.84   20878.16411  0.4523895085 216144.67  -32144.66977 -0.754638622
## 30   124323.81  -28323.81247 -0.6137223336 173366.58  -77366.58444 -1.816282857
## 31   135963.22  -30463.21949 -0.6600791534 130588.50  -25088.49910 -0.588985686
## 32   135963.22  -47963.21949 -1.0392703675 173366.58  -85366.58444 -2.004093434
## 33   133413.64   -5913.63510 -0.1281370556 173366.58  -45866.58444 -1.076778711
## 34   176313.16  -26413.16385 -0.5723222667 173366.58  -23466.58444 -0.550909095
## 35   107585.24   12414.76335  0.2690039535 216144.67  -96144.66977 -2.257123237
## 36   176313.16  -30313.16385 -0.6568277373 173366.58  -27366.58444 -0.642466751
## 38   203804.33  102195.66528  2.2143827652 258922.76   47077.24489  1.105200565
## 42   203139.23   71860.77425  1.5570842419 301700.84  -26700.84044 -0.626837531
## 43   216884.81   42115.18881  0.9125548329 258922.76      77.24489  0.001813426
## 44   185070.43   28929.56801  0.6268478867 216144.67   -2144.66977 -0.050348958
## 48   264329.25   55670.74875  1.2062776461 258922.76   61077.24489  1.433869075
## 49   209125.21  110774.79349  2.4002759106 301700.84   18199.15956  0.427249332
## 50   166779.94   38220.06476  0.8281550149 258922.76  -53922.75511 -1.265907968
## 51   195157.92  -19657.91808 -0.4259491327 216144.67  -40644.66977 -0.954187360
## 52   161680.77   37819.23356  0.8194697764 173366.58   26133.41556  0.613516482
## 53   141838.35   18161.65125  0.3935279192 216144.67  -56144.66977 -1.318070353
## 54   155583.93   36416.06581  0.7890658403 258922.76  -66922.75511 -1.571100156
## 55   167223.34   17276.65878  0.3743518411 216144.67  -31644.66977 -0.742900461
## 56   232182.32  -15682.31757 -0.3398055450 173366.58   43133.41556  1.012613958
## 57   207019.03  -21931.02809 -0.4752030382 216144.67  -31056.66977 -0.729096383
## 58   173431.02    6568.97504  0.1423370068 216144.67  -36144.66977 -0.848543910
## 59   240496.18  -17996.17973 -0.3899424708 216144.67    6355.33023  0.149199780
## 60   303016.42   30151.57683  0.6533264585 301700.84   31467.15956  0.738733174
## 61   289270.84   65729.16227  1.4242240480 258922.76   96077.24489  2.255540349
## 62   205577.96   54822.04135  1.1878877953 216144.67   44255.33023  1.038952388
## 63   305566.01   19433.99243  0.4210970962 258922.76   66077.24489  1.551250685
## 64   266546.28   23453.71884  0.5081968069 258922.76   31077.24489  0.729579411
## 65   218769.29    2230.71339  0.0483352524 216144.67    4855.33023  0.113985296
## 67   191721.52   29778.47828  0.6452421333 258922.76  -37422.75511 -0.878548653
## 69   186400.65   28799.35006  0.6240263152 216144.67    -944.66977 -0.022177372
## 70   188506.83   73993.17165  1.6032891767 258922.76    3577.24489  0.083980553
## 71   230741.25   24158.75188  0.5234735117 216144.67   38755.33023  0.909832616
## 73   245927.90  -12927.90300 -0.2801226992 216144.67   16855.33023  0.395701162
## 74   198816.02  -17816.01743 -0.3860387016 216144.67  -35144.66977 -0.825067588
## 75   248810.04  -43810.04189 -0.9492790270 216144.67  -11144.66977 -0.261635857
## 76   117229.32   25770.68324  0.5584009523 173366.58  -30366.58444 -0.712895718
## 77   219434.40  -30434.39559 -0.6594545950 173366.58   15633.41556  0.367015099
## 78   116675.06  -17175.05928 -0.3721503761 173366.58  -73866.58444 -1.734115730
## 79    98273.71   26726.28897  0.5791070835 173366.58  -48366.58444 -1.135469516
## 80   208238.39  -13738.39454 -0.2976844861 216144.67  -21644.66977 -0.508137240
## 81   136517.48   15482.52303  0.3354763831 173366.58  -21366.58444 -0.501608819
## 82   188285.13  -17285.12536 -0.3745352954 173366.58   -2366.58444 -0.055558699
## 83   127095.10  -59595.09986 -1.2913107582 130588.50  -63088.49910 -1.481085927
## 86   114014.62   24485.37661  0.5305508391 130588.50    7911.50090  0.185732943
## 87   114679.73    7320.26764  0.1586160670 130588.50   -8588.49910 -0.201626371
## 88   130198.94    2801.05827  0.0606935249 130588.50    2411.50090  0.056613172
## 89   130198.94   -3198.94173 -0.0693148913 130588.50   -3588.49910 -0.084244761
## 91   228080.81  -38080.81223 -0.8251376814 216144.67  -26144.66977 -0.613780689
## 93   261557.96   23442.03613  0.5079436653 258922.76   26077.24489  0.612197801
## 94   179860.41   80139.58830  1.7364701590 216144.67   43855.33023  1.029561859
## 95   201143.90  -11143.89883 -0.2414667730 216144.67  -26144.66977 -0.613780689
## 96   147935.18    7064.81899  0.1530809881 216144.67  -61144.66977 -1.435451963
## 97   147935.18    3064.81899  0.0664087106 216144.67  -65144.66977 -1.529357252
## 98   147935.18    1564.81899  0.0339066065 216144.67  -66644.66977 -1.564571735
## 99   151925.83      74.16516  0.0016070158 173366.58  -21366.58444 -0.501608819
## 101  189282.79  -11782.78882 -0.2553102855 173366.58    4133.41556  0.097037395
## 102  182520.85   -5520.84759 -0.1196261087 173366.58    3633.41556  0.085299234
## 103  171879.10  -16879.10403 -0.3657375971 216144.67  -61144.66977 -1.435451963
## 104  134633.00   12476.99845  0.2703524680 216144.67  -69034.66977 -1.620680145
## 106  219766.95   34233.04993  0.7417641008 258922.76   -4922.75511 -0.115568185
## 107  102264.36   52735.63513  1.1426794006 258922.76 -103922.75511 -2.439724074
## 108  150817.32   55182.68011  1.1957021410 258922.76  -52922.75511 -1.242431646
## 109  178862.75  -48362.74824 -1.0479273842 173366.58  -42866.58444 -1.006349744
## 110  180303.82   49696.18232  1.0768203262 216144.67   13855.33023  0.325272195
## 111  217660.77     839.22834  0.0181844579 173366.58   45133.41556  1.059566602
## 112  291487.87  -47987.86764 -1.0398044453 173366.58   70133.41556  1.646474655
## 113  193384.29   11615.70585  0.2516899202 173366.58   31633.41556  0.742636253
## 114  224533.56  -12033.56438 -0.2607441078 173366.58   39133.41556  0.918708669
## 115  204912.85   -8412.84968 -0.1822902105 216144.67  -19644.66977 -0.461184595
## 116  167999.30   29500.69831  0.6392231777 173366.58   24133.41556  0.566563837
## 117  197264.10  -26264.09649 -0.5690922649 173366.58   -2366.58444 -0.055558699
## 118  151482.43   -9232.42886 -0.2000489091 130588.50   11661.50090  0.273769151
## 119  162124.17  -19124.17243 -0.4143838949 173366.58  -30366.58444 -0.712895718
## 120  150706.47  -21756.46839 -0.4714206665  87810.41   41139.58623  0.965806178
## 121  148932.84   10067.15553  0.2181358246 130588.50   28411.50090  0.666997547
## 122  182299.14   -3399.14460 -0.0736529011 130588.50   48311.50090  1.134176357
## 123  211674.79  -75374.79090 -1.6332261985 173366.58  -37066.58444 -0.870187076
## 124  142614.31   37885.69078  0.8209097761 130588.50   49911.50090  1.171738472
## 127  134411.30    7713.70144  0.1671410180 130588.50   11536.50090  0.270834611
## 129  187398.31  -14898.31339 -0.3228176882 173366.58    -866.58444 -0.020344215
## 130  110023.97    6476.03045  0.1403230770 130588.50  -14088.49910 -0.330746143
## 132  132748.53   -4748.52613 -0.1028913935 130588.50   -2588.49910 -0.060768439
## 133  183407.66  -30407.65956 -0.6588752769 173366.58  -20366.58444 -0.478132497
## 134  155473.08  -23473.08270 -0.5086163844 130588.50    1411.50090  0.033136850
## 135  139953.87   38046.12667  0.8243861121 173366.58    4633.41556  0.108775556
## 139  192719.19  -57719.18518 -1.2506633088 130588.50    4411.50090  0.103565816
## 140  178973.60   35026.40026  0.7589544709 216144.67   -2144.66977 -0.050348958
## 141  141616.65   -5616.64576 -0.1217018701 130588.50    5411.50090  0.127042138
## 142  203360.93  -37860.92874 -0.8203732307 130588.50   34911.50090  0.819593641
## 143  160572.25  -15572.25149 -0.3374206256 130588.50   14411.50090  0.338329037
## 144  147270.07     729.92797  0.0158161298 173366.58  -25366.58444 -0.595514107
## 146  155029.68   12470.32328  0.2702078301 130588.50   36911.50090  0.866546285
## 147  148600.29  -40062.28998 -0.8680724786 130588.50  -22050.49910 -0.517664620
## 148  190058.75  -30558.74929 -0.6621490996 173366.58  -13866.58444 -0.325536403
## 149  163121.84  -55121.83589 -1.1943837641  87810.41   20189.58623  0.473977230
## 150  132859.38    2140.62238  0.0463831542 130588.50    4411.50090  0.103565816
## 151  122661.04    -161.04004 -0.0034894267 130588.50   -8088.49910 -0.189888210
## 154  124102.11  -19102.10948 -0.4139058334  87810.41   17189.58623  0.403548263
## 156  135298.11    9601.88948  0.2080544074 130588.50   14311.50090  0.335981405
## 157  118670.39   10329.61380  0.2238227884 130588.50   -1588.49910 -0.037292117
## 159  131972.57   12027.43434  0.2606112817 173366.58  -29366.58444 -0.689419396
## 160  157579.26    4420.73889  0.0957888769 130588.50   31411.50090  0.737426513
## 162  150595.62  -18595.61690 -0.4029311170 173366.58  -41366.58444 -0.971135261
## 163  153034.35     965.65020  0.0209237756 130588.50   23411.50090  0.549615936
## 164  168442.71   -2442.70767 -0.0529287592 130588.50   35411.50090  0.831331802
## 165  114679.73   20120.26764  0.4359673550 130588.50    4211.50090  0.098870552
## 166  138623.66   21376.34461  0.4631841181 173366.58  -13366.58444 -0.313798242
## 167  145163.89    2836.10638  0.0614529498 130588.50   17411.50090  0.408758004
## 169  218769.29  -63769.28661 -1.3817573264 173366.58  -18366.58444 -0.431179852
## 172  118670.39   -9170.38620 -0.1987045644 130588.50  -21088.49910 -0.495080398
## 173  128868.72  -13868.72378 -0.3005084691 130588.50  -15588.49910 -0.365960626
## 174  164230.35  -21230.35084 -0.4600207149 130588.50   12411.50090  0.291376393
## 175  192830.04  -85430.03667 -1.8511039614  45032.33   62367.67157  1.464163547
## 176   97719.45  -17719.45356 -0.3839463490  87810.41   -7810.41377 -0.183359789
## 178  117561.87   12438.12875  0.2695102368 130588.50    -588.49910 -0.013815795
## 179  153588.61  -34588.60728 -0.7494683421 173366.58  -54366.58444 -1.276327449
## 180  195933.88  -66933.87855 -1.4503279240 130588.50   -1588.49910 -0.037292117
## 181  152923.50  -52923.49830 -1.1467500329 130588.50  -30588.49910 -0.718105458
## 183   94726.46   11173.53682  0.2421089710 173366.58  -67466.58444 -1.583867268
## 185  198040.06  -59040.05696 -1.2792840502 130588.50    8411.50090  0.197471104
## 186  266324.58  -26324.57817 -0.5704027861 258922.76  -18922.75511 -0.444236694
## 188  151925.83   -2225.83484 -0.0482295438 173366.58  -23666.58444 -0.555604360
## 189  166003.97  -40503.97477 -0.8776429353  87810.41   37689.58623  0.884812867
## 190  268763.31 -146263.31107 -3.1692435715  87810.41   34689.58623  0.814383900
## 192  193606.00  -65105.99714 -1.4107212629 130588.50   -2088.49910 -0.049030278
## 193  244154.28  -34654.27908 -0.7508913232 216144.67   -6644.66977 -0.155992408
## 194   99714.78  -12714.78047 -0.2755047454  87810.41    -810.41377 -0.019025535
## 196  147491.78  -19491.77502 -0.4223491335 173366.58  -45366.58444 -1.065040550
## 198  171879.10  -31979.10403 -0.6929254447 173366.58  -33466.58444 -0.785672316
## 199  130198.94   -6298.94173 -0.1364859064 130588.50   -6688.49910 -0.157021359
## 200  185181.28  -46781.28349 -1.0136600961 130588.50    7811.50090  0.183385311
## 201  133302.78  -23802.78360 -0.5157603665 173366.58  -63866.58444 -1.499352509
## 203  232404.02  -82904.02056 -1.7963700690  87810.41   61689.58623  1.448244597
## 204  187841.72  -27941.71938 -0.6054431139 173366.58  -13466.58444 -0.316145874
## 205  161680.77  -39680.76644 -0.8598056002 173366.58  -51366.58444 -1.205898482
## 206  105368.21    4631.79326  0.1003620176 130588.50  -20588.49910 -0.483342237
## 208  215776.30  -75776.29624 -1.6419260439 130588.50    9411.50090  0.220947427
## 209  281289.53  -36889.53006 -0.7993248966 216144.67   28255.33023  0.663331234
## 210  200589.64  -27589.64136 -0.5978142630 130588.50   42411.50090  0.995666056
## 212  169218.67  -69218.66814 -1.4998349033 130588.50  -30588.49910 -0.718105458
## 213  116785.91  -21785.91078 -0.4720586262 173366.58  -78366.58444 -1.839759179
## 215  201143.90  -86243.89883 -1.8687387832 130588.50  -15688.49910 -0.368308258
## 216  127981.91  -33981.91182 -0.7363224229 130588.50  -36588.49910 -0.858963391
## 217  217993.33  -81993.32615 -1.7766370793  87810.41   48189.58623  1.131314249
## 218  210898.83  -74398.83043 -1.6120790194  87810.41   48689.58623  1.143052410
## 219  130088.09    1411.90977  0.0305933587 130588.50     911.50090  0.021398689
## 221  116009.95    8990.04969  0.1947970204 130588.50   -5588.49910 -0.131197405
## 222  132415.97   21584.02836  0.4676842239 130588.50   23411.50090  0.549615936
## 223  113792.92   24107.07960  0.5223538732 130588.50    7311.50090  0.171647150
## 224  164784.61   -6784.60832 -0.1470093637 173366.58  -15366.58444 -0.360750886
## 225  110689.08   26560.92147  0.5755238892 130588.50    6661.50090  0.156387541
## 226  167112.49   -6862.48972 -0.1486969034 130588.50   29661.50090  0.696342949
## 227  174539.54  -11539.53992 -0.2500395515 130588.50   32411.50090  0.760902835
## 230  179306.15   90693.84578  1.9651605423 216144.67   53855.33023  1.264325080
## 231   98717.12  -13717.11702 -0.2972234431  87810.41   -2810.41377 -0.065978179
## 233  183851.07   76148.93446  1.6500003948 216144.67   43855.33023  1.029561859
## 234  234510.20   -4510.19897 -0.0977273042 173366.58   56633.41556  1.329544306
## 235  193384.29  -69384.29415 -1.5034236993  45032.33   78967.67157  1.853870494
## 237  133967.89   10532.10742  0.2282104343 173366.58  -28866.58444 -0.677681235
## 238  141727.50  -12727.49726 -0.2757802936 130588.50   -1588.49910 -0.037292117
## 239  144498.78  -17498.78465 -0.3791648797  87810.41   39189.58623  0.920027350
## 240  144831.34  -16831.33913 -0.3647026240 130588.50   -2588.49910 -0.060768439
## 241  149265.40   36734.60105  0.7959678840 173366.58   12633.41556  0.296586133
## 243  158798.63  -44798.62756 -0.9706997700 130588.50  -16588.49910 -0.389436948
## 245  206908.18  -28908.17660 -0.6263843761 173366.58    4633.41556  0.108775556
## 246  173763.58   96236.42055  2.0852574370 216144.67   53855.33023  1.264325080
## 247  214667.78    3332.21872  0.0722027464 173366.58   44633.41556  1.047828441
## 248  230962.95    5037.04888  0.1091431247 216144.67   19855.33023  0.466130128
## 249  125321.48   21678.52407  0.4697317635 173366.58  -26366.58444 -0.618990429
## 250  202695.82   42654.18023  0.9242337364 258922.76  -13572.75511 -0.318638371
## 251  148821.99   57178.00703  1.2389370231 216144.67  -10144.66977 -0.238159535
## 252  150817.32   48082.68011  1.0418588485 216144.67  -17244.66977 -0.404841422
## 253  150373.91   36626.08609  0.7936165745 216144.67  -29144.66977 -0.684209656
## 254  372076.90  -52076.90485 -1.1284059873 216144.67  103855.33023  2.438141186
## 255  175093.80  -36593.79740 -0.7929169407 173366.58  -34866.58444 -0.818539167
## 256  131529.16   23470.84032  0.5085677965 173366.58  -18366.58444 -0.431179852
## 257  121885.08   37114.92043  0.8042086708 130588.50   28411.50090  0.666997547
## 258  202474.12  -11474.11678 -0.2486219584 216144.67  -25144.66977 -0.590304367
## 259  201365.60    -865.60182 -0.0187559204 173366.58   27133.41556  0.636992804
## 260  128647.02   21352.97921  0.4626778348 130588.50   19411.50090  0.455710648
## 261  169218.67   -7468.66814 -0.1618316193 173366.58  -11616.58444 -0.272714678
## 262  114014.62   14185.37661  0.3073697245 130588.50   -2388.49910 -0.056073174
## 263  112019.30   14980.70353  0.3246029233 130588.50   -3588.49910 -0.084244761
## 264  234177.64   83822.35552  1.8162686146 258922.76   59077.24489  1.386916431
## 265  192386.63   79613.36931  1.7250680095 258922.76   13077.24489  0.307005613
## 266  217660.77   19339.22834  0.4190437414 216144.67   20855.33023  0.489606450
## 267  247479.82   -7479.82394 -0.1620733441 216144.67   23855.33023  0.560035417
## 268  199037.72   25862.27958  0.5603856682 216144.67    8755.33023  0.205542953
## 269  108915.45   34834.54540  0.7547973464 173366.58  -29616.58444 -0.695288476
## 270  108915.45   34084.54540  0.7385462944 173366.58  -30366.58444 -0.712895718
## 271  199813.68   32186.31911  0.6974153955 258922.76  -26922.75511 -0.632047271
## 272  179417.01   33582.99428  0.7276786499 216144.67   -3144.66977 -0.073825281
## 273  171657.40   13842.59896  0.2999423947 216144.67  -30644.66977 -0.719424139
## 276  199370.27  -99370.27491 -2.1531620106 130588.50  -30588.49910 -0.718105458
## 277  147491.78   -3491.77502 -0.0756600235 130588.50   13411.50090  0.314852715
## 279  136406.63  -11206.62548 -0.2428259383 173366.58  -48166.58444 -1.130774251
## 281  121330.82  -31330.82209 -0.6788784267  87810.41    2189.58623  0.051403432
## 282  139177.91     822.08714  0.0178130411  87810.41   52189.58623  1.225219537
## 283  179749.56  -66749.56021 -1.4463341014 173366.58  -60366.58444 -1.417185381
## 284  117340.17  -37340.16826 -0.8090893563  87810.41   -7810.41377 -0.183359789
## 286  158576.92  -54576.92457 -1.1825765880 130588.50  -26588.49910 -0.624200169
## 287  197485.80  -69485.79948 -1.5056231239 173366.58  -45366.58444 -1.065040550
## 288  110689.08  -52189.07853 -1.1308365742  45032.33   13467.67157  0.316171396
## 289  202363.27  -75363.26528 -1.6329764606 130588.50   -3588.49910 -0.084244761
## 290  109802.27   16197.73344  0.3509736119 173366.58  -47366.58444 -1.111993194
## 292  199591.98  -99591.97790 -2.1579658864 130588.50  -30588.49910 -0.718105458
## 294  251359.63    6140.37372  0.1330500437 216144.67   41355.33023  0.970871054
## 295  256237.09  -41237.09208 -0.8935281721 130588.50   84411.50090  1.981671585
## 296  274305.89   -7805.88585 -0.1691384760 216144.67   50355.33023  1.182157953
## 298  198040.06    5094.94304  0.1103975793 216144.67  -13009.66977 -0.305419198
## 299  129533.83   55466.16724  1.2018447599 258922.76  -73922.75511 -1.735434410
## 300  146937.52   15562.48245  0.3372089495 258922.76  -96422.75511 -2.263651658
## 301  214556.93   74443.07021  1.6130376100 216144.67   72855.33023  1.710375200
## 302  142836.01  -17336.01221 -0.3756379154  87810.41   37689.58623  0.884812867
## 304  137625.99  -27625.99193 -0.5986019097 173366.58  -63366.58444 -1.487614348
## 309  197374.95   48625.05201  1.0536110004 258922.76  -12922.75511 -0.303378762
## 310  227304.85   27595.14824  0.5979335864 258922.76   -4022.75511 -0.094439495
## 311  157357.56   32642.44188  0.7072986952 173366.58   16633.41556  0.390491422
## 312  187841.72   13158.28062  0.2851145374 216144.67  -15144.66977 -0.355541146
## 313  129533.83   40366.16724  0.8746569123 173366.58   -3466.58444 -0.081382653
## 314  241937.25  -71937.24917 -1.5587413057 173366.58   -3366.58444 -0.079035021
## 316  164119.50   55880.50065  1.2108225650 216144.67    3855.33023  0.090508974
## 318  174982.95    -982.94590 -0.0212985400 130588.50   43411.50090  1.019142378
## 320  224866.12   -9966.11886 -0.2159465550 216144.67   -1244.66977 -0.029220269
## 321  226418.04  -23518.03980 -0.5095905180 258922.76  -56022.75511 -1.315208245
## 323  155029.68   13970.32328  0.3027099341 130588.50   38411.50090  0.901760768
## 324  173431.02      68.97504  0.0014945558 130588.50   42911.50090  1.007404217
## 325  217106.51  -78106.51418 -1.6924173680 173366.58  -34366.58444 -0.806801006
## 326  163897.80    2602.20365  0.0563847291 130588.50   35911.50090  0.843069963
## 327  135963.22  -52463.21949 -1.1367766797  87810.41   -4310.41377 -0.101192662
## 328  119668.05    -168.04966 -0.0036413117 130588.50  -11088.49910 -0.260317177
## 329  138180.25  -53180.24940 -1.1523133335 130588.50  -45588.49910 -1.070250290
## 330  135963.22  -59963.21949 -1.2992872000  87810.41  -11810.41377 -0.277265078
## 331   84749.83   -9249.82859 -0.2004259275  87810.41  -12310.41377 -0.289003239
## 332  135963.22  -47713.21949 -1.0338533502  87810.41     439.58623  0.010319868
## 333  135963.22  -50463.21949 -1.0934405410  87810.41   -2310.41377 -0.054240018
## 334  111797.59   18202.40652  0.3944110073 130588.50    -588.49910 -0.013815795
## 335  146604.96   11295.03694  0.2447416440 130588.50   27311.50090  0.641173592
## 336  107252.68   42647.31783  0.9240850415 130588.50   19311.50090  0.453363016
## 338  156138.19  -20138.19167 -0.4363557342 130588.50    5411.50090  0.127042138
## 339  178862.75  -17862.74824 -0.3870512682 130588.50   30411.50090  0.713950191
## 340  214778.63   70221.36722  1.5215614567 258922.76   26077.24489  0.612197801
## 341  214113.52   16886.47620  0.3658973377 173366.58   57633.41556  1.353020628
## 342  112684.41   11815.59455  0.2560211225 173366.58  -48866.58444 -1.147207677
## 343  173874.43  -16874.43095 -0.3656363404 173366.58  -16366.58444 -0.384227208
## 344  314655.83   30344.16980  0.6574995764 258922.76   86077.24489  2.020777128
## 345  193162.59   -3662.59116 -0.0793612793 173366.58   16133.41556  0.378753261
## 346  267987.35    2012.64940  0.0436102267 258922.76   11077.24489  0.260052969
## 347  195379.62   -6379.62107 -0.1382340719 216144.67  -27144.66977 -0.637257011
## 349  178308.49   -9808.49077 -0.2125310584 216144.67  -47644.66977 -1.118521615
## 351  198816.02   79183.98257  1.7157640279 258922.76   19077.24489  0.447863546
## 352  178751.90   61248.10325  1.3271281504 258922.76  -18922.75511 -0.444236694
## 353  207129.88   32370.12041  0.7013980148 258922.76  -19422.75511 -0.455974855
## 354  168110.15    9389.84682  0.2034598523 216144.67  -38644.66977 -0.907234716
## 355  205356.26  -20356.25566 -0.4410807599 216144.67  -31144.66977 -0.731162300
## 356  196266.43   -5266.43303 -0.1141134363 173366.58   17633.41556  0.413967744
## 357  189061.09  -11061.08583 -0.2396723751 173366.58    4633.41556  0.108775556
## 358  177865.08    7134.91522  0.1545998379 173366.58   11633.41556  0.273109811
## 359  182964.25   -1648.25358 -0.0357144728 173366.58    7949.41556  0.186623040
## 360  146826.67   19173.33395  0.4154491302 173366.58   -7366.58444 -0.172940309
## 361  191499.82  -13499.81873 -0.2925150087 173366.58    4633.41556  0.108775556
## 362  179084.45   -5084.45123 -0.1101702421 173366.58     633.41556  0.014870268
## 363  144277.08   28722.91834  0.6223701874 173366.58    -366.58444 -0.008606054
## 364  234731.90   -9731.90196 -0.2108715269 216144.67    8855.33023  0.207890585
## 365  174761.24    5738.75709  0.1243477867 216144.67  -35644.66977 -0.836805749
## 369  184516.17   75483.82549  1.6355887675 216144.67   43855.33023  1.029561859
## 370  229300.18  -44300.17868 -0.9598993451 130588.50   54411.50090  1.277381922
## 371  275746.96  -15746.95529 -0.3412061196 216144.67   43855.33023  1.029561859
## 372  190723.86   -9723.85826 -0.2106972354 173366.58    7633.41556  0.179204523
## 374  192497.48   22502.51781  0.4875861171 173366.58   41633.41556  0.977399474
## 376  200146.24    -146.23537 -0.0031686382 173366.58   26633.41556  0.625254643
## 377  311219.43  -62219.43384 -1.3481750090 216144.67   32855.33023  0.771322316
## 378  178086.79    9413.21223  0.2039661356 216144.67  -28644.66977 -0.672471494
## 379  204136.89  -20136.88921 -0.4363275124 173366.58   10633.41556  0.249633489
## 380  294702.56  -16702.56101 -0.3619122508 258922.76   19077.24489  0.447863546
## 382  166779.94  -14779.93524 -0.3202526621 216144.67  -64144.66977 -1.505880930
## 383  221983.98  -24483.97998 -0.5305205769 130588.50   66911.50090  1.570835948
## 384  223757.60   17142.39609  0.3714426278 216144.67   24755.33023  0.581164106
## 386  222649.09   -2649.08896 -0.0574006433 258922.76  -38922.75511 -0.913763137
## 387  215665.44   19334.55526  0.4189424847 258922.76  -23922.75511 -0.561618305
## 388  194603.66   18396.33940  0.3986131584 130588.50   82411.50090  1.934718941
## 389  138623.66   29276.34461  0.6343618662 173366.58   -5466.58444 -0.128335297
## 390  147159.22   10840.77946  0.2348987615 216144.67  -58144.66977 -1.365022997
## 391  164562.91     437.09467  0.0094709977 173366.58   -8366.58444 -0.196416631
## 393  213559.27  -77559.26633 -1.6805595635 130588.50    5411.50090  0.127042138
## 394  125986.58   22513.41510  0.4878222402 130588.50   17911.50090  0.420496165
## 395  128647.02   27352.97921  0.5926862511 173366.58  -17366.58444 -0.407703530
## 396  145718.15  -17718.15110 -0.3839181272 130588.50   -2588.49910 -0.060768439
## 397  131307.46   11692.54332  0.2533548397 130588.50   12411.50090  0.291376393
## 399  110689.08    9810.92147  0.2125837271  87810.41   32689.58623  0.767431256
## 400  110689.08   13810.92147  0.2992560046  87810.41   36689.58623  0.861336545
## 402  110689.08   19310.92147  0.4184303862  87810.41   42189.58623  0.990456316
## 403  124323.81  -13323.81247 -0.2887012930 173366.58  -62366.58444 -1.464138025
## 406  124323.81  -27323.81247 -0.5920542642 173366.58  -76366.58444 -1.792806535
## 407  124323.81   -6323.81247 -0.1370248073 173366.58  -55366.58444 -1.299803771
## 408  159242.03  -39742.03354 -0.8611331400 130588.50  -11088.49910 -0.260317177
## 409  121109.12   22640.88090  0.4905841781 173366.58  -29616.58444 -0.695288476
## 410  186511.50  -40511.50143 -0.8778060235 173366.58  -27366.58444 -0.642466751
## 411  176313.16  -27813.16385 -0.6026575638 173366.58  -24866.58444 -0.583775946
## 412  131861.71   -8861.71416 -0.1920162373 216144.67  -93144.66977 -2.186694271
## 413  161459.06  -14459.06345 -0.3132999900 173366.58  -26366.58444 -0.618990429
## 414  176313.16  -38413.16385 -0.8323390992 173366.58  -35466.58444 -0.832624961
## 415  186511.50  -39511.50143 -0.8561379542 173366.58  -26366.58444 -0.618990429
## 416  174650.39  -26150.39142 -0.5666284954 173366.58  -24866.58444 -0.583775946
## 417  176313.16  -38313.16385 -0.8301722923 173366.58  -35366.58444 -0.830277328
## 418  107585.24   20914.76335  0.4531825432 216144.67  -87644.66977 -2.057574499
## 419  113792.92  -13792.92040 -0.2988659561 130588.50  -30588.49910 -0.718105458
## 420  139067.06    9732.93863  0.2108939895 130588.50   18211.50090  0.427539061
## 426  192275.78   64024.22080  1.3872812582 258922.76   -2622.75511 -0.061572644
## 429  257013.05   77986.94745  1.6898265878 301700.84   33299.15956  0.781741796
## 436  212450.75   83549.24863  1.8103509156 258922.76   37077.24489  0.870437344
## 438  205245.40   50254.59583  1.0889200690 258922.76   -3422.75511 -0.080353701
## 440  204802.00   70098.00182  1.5188883665 258922.76   15977.24489  0.375086948
## 441  184627.03  115372.97399  2.4999096046 301700.84   -1700.84044 -0.039929478
## 442  215332.89  108667.10975  2.3546064729 301700.84   22299.15956  0.523502253
## 443  261447.11   88552.88763  1.9187701126 301700.84   48299.15956  1.133886628
## 444  218436.73   61563.26787  1.3339571593 258922.76   21077.24489  0.494816190
## 445  195490.47   88509.52744  1.9178305810 258922.76   25077.24489  0.588721479
## 446  210012.02   59487.98153  1.2889897108 216144.67   53355.33023  1.252586919
## 450  280956.98    9043.02443  0.1959448806 258922.76   31077.24489  0.729579411
## 451  192940.89   62959.11183  1.3642024030 258922.76   -3022.75511 -0.070963173
## 452  165449.72   47550.28271  1.0303228246 173366.58   39633.41556  0.930446830
## 453  159685.44   36314.56047  0.7868664157 173366.58   22633.41556  0.531349354
## 454  159685.44   24814.56047  0.5376836179 173366.58   11133.41556  0.261371650
## 455  165449.72   47050.28271  1.0194887899 216144.67   -3644.66977 -0.085563442
## 456  160572.25   69427.74851  1.5043652714 216144.67   13855.33023  0.325272195
## 460  176313.16   72186.83615  1.5641493738 301700.84  -53200.84044 -1.248960067
## 461  204691.15   81808.85331  1.7726399092 258922.76   27577.24489  0.647412284
## 462  161680.77   92319.23356  2.0003795575 258922.76   -4922.75511 -0.115568185
## 463  170659.74    2340.26242  0.0507089685 216144.67  -43144.66977 -1.012878165
## 464  195157.92  -22157.91808 -0.4801193061 216144.67  -43144.66977 -1.012878165
## 465  176313.16    7686.83615  0.1665588990 216144.67  -32144.66977 -0.754638622
## 466  180082.11  -12282.11469 -0.2661297133 173366.58   -5566.58444 -0.130682929
## 467  179417.01   -5417.00572 -0.1173760558 173366.58     633.41556  0.014870268
## 468  187841.72  -13841.71938 -0.2999233357 173366.58     633.41556  0.014870268
## 469  187287.46  -13287.46190 -0.2879136463 216144.67  -42144.66977 -0.989401843
## 470  188839.38  -12939.38284 -0.2803714450 216144.67  -40244.66977 -0.944796831
## 471  187287.46    5212.53810  0.1129456372 216144.67  -23644.66977 -0.555089884
## 472  181634.04    -634.03563 -0.0137383280 216144.67  -35144.66977 -0.825067588
## 473  150152.21   29847.78908  0.6467439646 216144.67  -36144.66977 -0.848543910
## 474  141838.35   18361.65125  0.3978615330 216144.67  -55944.66977 -1.313375088
## 475  173652.73   14847.27204  0.3217117207 216144.67  -27644.66977 -0.648995172
## 476  266213.73  -66213.72668 -1.4347236233 173366.58   26633.41556  0.625254643
## 477  167223.34    2776.65878  0.0601648351 216144.67  -46144.66977 -1.083307131
## 478  195601.32   -6101.32406 -0.1322039130 216144.67  -26644.66977 -0.625518850
## 479  172211.66   11888.34149  0.2575974081 258922.76  -74822.75511 -1.756563100
## 480  191610.67    3889.32978  0.0842742674 216144.67  -20644.66977 -0.484660918
## 481  179971.26   12028.73680  0.2606395035 216144.67  -24144.66977 -0.566828045
## 482  163676.09   14323.90664  0.3103714027 216144.67  -38144.66977 -0.895496555
## 483  160572.25   46927.74851  1.0168337104 216144.67   -8644.66977 -0.202945052
## 484  264994.36  -28994.36023 -0.6282518089 216144.67   19855.33023  0.466130128
## 485  237059.78   20440.21663  0.4429000321 258922.76   -1422.75511 -0.033401057
## 486  242602.36    1397.64186  0.0302842008 173366.58   70633.41556  1.658212816
## 487  167223.34    -223.34122 -0.0048393730 216144.67  -49144.66977 -1.153736098
## 488  214446.08  -35446.07829 -0.7680480835 173366.58    5633.41556  0.132251878
## 489  182742.55    7257.44942  0.1572549174 173366.58   16633.41556  0.390491422
## 490  173431.02  -17431.02496 -0.3776966582 216144.67  -60144.66977 -1.411975641
## 491  271202.04  -26202.04397 -0.5677477066 216144.67   28855.33023  0.677417027
## 492  200589.64  -19589.64136 -0.4244697080 173366.58    7633.41556  0.179204523
## 493  243267.47  -29267.46711 -0.6341695079 216144.67   -2144.66977 -0.050348958
## 494  173431.02   -5431.02496 -0.1176798257 216144.67  -48144.66977 -1.130259776
## 495  277077.17   59922.82677  1.2984119676 258922.76   78077.24489  1.832966551
## 497  312771.35   14228.64522  0.3083072719 258922.76   68077.24489  1.598203330
## 498  286499.55   53500.44965  1.1592514547 258922.76   81077.24489  1.903395517
## 499  304457.49   31542.50739  0.6834652383 258922.76   77077.24489  1.809490229
## 500  274749.29   -9749.29183 -0.2112483317 216144.67   48855.33023  1.146943469
## 501  243600.02   71399.97840  1.5470996855 258922.76   56077.24489  1.316487464
## 502  308226.44  -48226.44346 -1.0449739227 216144.67   43855.33023  1.029561859
## 503  243378.32   16621.68139  0.3601597455 216144.67   43855.33023  1.029561859
## 504  262333.92    1216.07567  0.0263500119 258922.76    4627.24489  0.108630692
## 506  219988.65   28011.34694  0.6069518087 216144.67   31855.33023  0.747845993
## 508  202917.52   72082.47724  1.5618881176 258922.76   16077.24489  0.377434580
## 509  198705.17   58794.83407  1.2739705435 258922.76   -1422.75511 -0.033401057
## 511  203582.63   71917.36827  1.5583105250 258922.76   16577.24489  0.389172741
## 512  173652.73   71347.27204  1.5459576405 258922.76  -13922.75511 -0.326855084
## 513  233401.68   19598.31598  0.4246576704 216144.67   36855.33023  0.865227604
## 516  191167.26   18832.73576  0.4080690250 258922.76  -48922.75511 -1.148526358
## 520  170327.18   59472.81691  1.2886611228 216144.67   13655.33023  0.320576931
## 521  184516.17   65483.82549  1.4189080737 301700.84  -51700.84044 -1.213745584
## 523  175426.35   63073.64812  1.3666841832 258922.76  -20422.75511 -0.479451177
## 524  237392.34   72607.66215  1.5732678607 344478.93  -34478.92578 -0.809438368
## 525  213891.82   56108.17919  1.2157559192 258922.76   11077.24489  0.260052969
## 526  231406.36   20593.64290  0.4462244831 258922.76   -6922.75511 -0.162520829
## 527  186733.20   54266.79558  1.1758566914 216144.67   24855.33023  0.583511739
## 529  199148.57   91851.42809  1.9902431161 216144.67   74855.33023  1.757327844
## 530  247036.42   15963.58204  0.3459000032 216144.67   46855.33023  1.099990825
## 531  150263.06   34736.93759  0.7526823736 216144.67  -31144.66977 -0.731162300
## 532  187065.76   47434.24109  1.0278084268 216144.67   18355.33023  0.430915645
## 533  198150.91   10849.09154  0.2350788683 216144.67   -7144.66977 -0.167730569
## 534  149930.51    9069.49208  0.1965183835 216144.67  -57144.66977 -1.341546675
## 535  141394.94   10605.05723  0.2297911157 216144.67  -64144.66977 -1.505880930
## 536  143279.42     220.58180  0.0047795818 173366.58  -29866.58444 -0.701157557
## 537  215776.30  -22776.29624 -0.4935183670 216144.67  -23144.66977 -0.543351723
## 538  182520.85   20479.15241  0.4437436951 258922.76  -55922.75511 -1.312860612
## 539  147935.18   36964.81899  0.8009562624 216144.67  -31244.66977 -0.733509932
## 540  138401.95   20598.04760  0.4463199245 216144.67  -57144.66977 -1.341546675
## 541  138401.95    3598.04760  0.0779627451 130588.50   11411.50090  0.267900071
## 542  138401.95   14598.04760  0.3163115083 130588.50   22411.50090  0.526139614
## 544  250140.26  -30140.25983 -0.6530812411 216144.67    3855.33023  0.090508974
## 546  173874.43   15125.56905  0.3277418796 216144.67  -27144.66977 -0.637257011
## 547  206686.47  -35186.47361 -0.7624229512 173366.58   -1866.58444 -0.043820538
## 548  149819.66  -29819.65643 -0.6461343843 173366.58  -53366.58444 -1.252851126
## 549  162567.58  -17567.57841 -0.3806555077 173366.58  -28366.58444 -0.665943074
## 550  185624.69   -1624.68947 -0.0352038841 216144.67  -32144.66977 -0.754638622
## 551  170105.48   -8105.48010 -0.1756301051 173366.58  -11366.58444 -0.266845598
## 552  223535.90  -63535.90092 -1.3767003090 173366.58  -13366.58444 -0.313798242
## 553  108139.49  -26139.49413 -0.5663923723  87810.41   -5810.41377 -0.136407145
## 554  101820.96  -25820.95889 -0.5594903286 173366.58  -97366.58444 -2.285809299
## 555  123547.85  -13547.85200 -0.2935557971 130588.50  -20588.49910 -0.483342237
## 556  123547.85   11452.14800  0.2481459373 130588.50    4411.50090  0.103565816
## 557  110689.08   30310.92147  0.6567791493 130588.50   10411.50090  0.244423749
## 558  110689.08   11310.92147  0.2450858312 130588.50   -8588.49910 -0.201626371
## 559  127981.91   -3881.91182 -0.0841135346 130588.50   -6488.49910 -0.152326095
## 560  116009.95   12990.04969  0.2814692979 130588.50   -1588.49910 -0.037292117
## 561  141727.50  -10327.49726 -0.2237769271 130588.50     811.50090  0.019051056
## 562  110689.08  -48306.07853 -1.0466994608 130588.50  -68205.49910 -1.601214267
## 563  116009.95    6990.04969  0.1514608816 130588.50   -7588.49910 -0.178150049
## 565  209457.76   25542.23901  0.5534510068 216144.67   18855.33023  0.442653806
## 570  154142.86   40857.13525  0.8852952411 173366.58   21633.41556  0.507873032
## 571  177975.94   -5475.93628 -0.1186529672 173366.58    -866.58444 -0.020344215
## 572  182520.85   -2520.84759 -0.0546219005 173366.58    6633.41556  0.155728200
## 573  175869.76  -19869.75787 -0.4305392919 216144.67  -60144.66977 -1.411975641
## 576  150817.32   60682.68011  1.3148765226 258922.76  -47422.75511 -1.113311874
## 577  207794.99   33805.01144  0.7324893331 216144.67   25455.33023  0.597597532
## 580  187398.31  -33398.31339 -0.7236769717 173366.58  -19366.58444 -0.454656175
## 581  174761.24   10238.75709  0.2218540989 173366.58   11633.41556  0.273109811
## 582  179971.26    5778.73680  0.1252140699 173366.58   12383.41556  0.290717053
## 583  246593.01  -46593.01198 -1.0095806160 216144.67  -16144.66977 -0.379017468
## 584  244043.43  -38043.42758 -0.8243276282 216144.67  -10144.66977 -0.238159535
## 585  169551.22   -7551.22262 -0.1636204157 173366.58  -11366.58444 -0.266845598
## 586  307561.33  -50661.33449 -1.0977333104 173366.58   83533.41556  1.961057371
## 587  206021.36   -8121.36463 -0.1759742923 173366.58   24533.41556  0.575954366
## 588  163010.98     -10.98439 -0.0002380105 130588.50   32411.50090  0.760902835
## 590  268541.61  -38541.60808 -0.8351222378 216144.67   13855.33023  0.325272195
## 591  162789.28    5110.71860  0.1107394052 173366.58   -5466.58444 -0.128335297
## 593  199481.13   27518.87360  0.5962808623 258922.76  -31922.75511 -0.749428882
## 594  110689.08   19310.92147  0.4184303862 130588.50    -588.49910 -0.013815795
## 595  188728.53  -45728.53134 -0.9908489896 130588.50   12411.50090  0.291376393
## 596  117451.02      48.98025  0.0010613074 130588.50  -13088.49910 -0.307269821
## 598  161237.36   11262.63954  0.2440396549 173366.58    -866.58444 -0.020344215
## 599  163676.09   -2176.09336 -0.0471517420 173366.58  -11866.58444 -0.278583759
## 600  114014.62   27485.37661  0.5955550472  87810.41   53689.58623  1.260434021
## 601  110689.08    7310.92147  0.1584135537 130588.50  -12588.49910 -0.295531660
## 602  110689.08   16810.92147  0.3642602128 173366.58  -45866.58444 -1.076778711
## 603  165893.12  -25893.12327 -0.5610539914  87810.41   52189.58623  1.225219537
## 606  182964.25  -15964.25358 -0.3459145540 173366.58   -6366.58444 -0.149463987
## 607  160461.40   -7461.39999 -0.1616741327 130588.50   22411.50090  0.526139614
## 609  142836.01   11163.98779  0.2419020619 130588.50   23411.50090  0.549615936
## 610  252135.59  -74635.58675 -1.6172090717 130588.50   46911.50090  1.101309506
## 611  175093.80  -17093.79740 -0.3703895879 173366.58  -15366.58444 -0.360750886
## 612  130309.79   -5809.79323 -0.1258870027 130588.50   -6088.49910 -0.142935566
## 613  189615.34  -15115.34330 -0.3275203074 173366.58    1133.41556  0.026608429
## 614  121330.82     669.17791  0.0144997933 130588.50   -8588.49910 -0.201626371
## 615   93396.25  -10896.24523 -0.2361005976  87810.41   -5310.41377 -0.124668984
## 616  148267.74  -38267.73549 -0.8291879475 130588.50  -20588.49910 -0.483342237
## 617  181744.89  -32244.88713 -0.6986844513 173366.58  -23866.58444 -0.560299624
## 618  202363.27  -27363.26528 -0.5929091305 173366.58    1633.41556  0.038346590
## 619  197153.24  -30153.24500 -0.6533626045 173366.58   -6366.58444 -0.149463987
## 620  131307.46   -2407.45668 -0.0521649385 130588.50   -1688.49910 -0.039639749
## 622  138291.10    8708.89910  0.1887050299 130588.50   16411.50090  0.385281681
## 624  175980.61   11519.39064  0.2496029555 173366.58   14133.41556  0.331800616
## 625  169440.37  -10440.37113 -0.2262226859 173366.58  -14366.58444 -0.337274564
## 626  188617.68   67382.32016  1.4600447879 173366.58   82633.41556  1.939928681
## 627  235064.46  -30064.45645 -0.6514387281 216144.67  -11144.66977 -0.261635857
## 628  252357.29  -58857.28974 -1.2753238374 173366.58   20133.41556  0.472658549
## 630  207573.29 -102673.28557 -2.2247318748  87810.41   17089.58623  0.401200631
## 631  141727.50    8272.50274  0.1792491633 130588.50   19411.50090  0.455710648
## 632  178751.90  -22251.89675 -0.4821556425 173366.58  -16866.58444 -0.395965369
## 633  162235.02   13764.97608  0.2982604566 216144.67  -40144.66977 -0.942449199
## 634  124434.66   25065.33603  0.5431174401 173366.58  -23866.58444 -0.560299624
## 636  149597.95    5402.04656  0.1170519197 173366.58  -18366.58444 -0.431179852
## 638  168110.15  -15110.15318 -0.3274078474 130588.50   22411.50090  0.526139614
## 639  147935.18   -3935.18101 -0.0852677750  87810.41   56189.58623  1.319124826
## 640  168110.15    7889.84682  0.1709577482 173366.58    2633.41556  0.061822912
## 641  158687.78   -5687.77607 -0.1232431264 130588.50   22411.50090  0.526139614
## 642  221762.28  -86762.27699 -1.8799710371 130588.50    4411.50090  0.103565816
## 643  132637.67   -1637.67463 -0.0354852475 173366.58  -42366.58444 -0.994611583
## 645  138180.25  -12180.24940 -0.2639224891 130588.50   -4588.49910 -0.107721083
## 646  126319.14  -11319.13939 -0.2452638976  87810.41   27189.58623  0.638311485
## 648  102818.62   10181.37765  0.2206107973 130588.50  -17588.49910 -0.412913270
## 649  129201.28   16298.72173  0.3531618332 130588.50   14911.50090  0.350067198
## 650  149043.70  -46143.69596 -0.9998448054 130588.50  -27688.49910 -0.650024124
## 652  184183.62  -31683.62003 -0.6865228768 216144.67  -63644.66977 -1.494142768
## 653  147935.18  -18035.18101 -0.3907875533 130588.50    -688.49910 -0.016163427
## 654  122661.04    9338.95996  0.2023572324 173366.58  -41366.58444 -0.971135261
## 655  102707.77   -2807.77085 -0.0608389736  45032.33   54867.67157  1.288091131
## 657  164784.61  -15784.60832 -0.3420219881 130588.50   18411.50090  0.432234326
## 658  130088.09  -16088.09023 -0.3485978553  87810.41   26189.58623  0.614835162
## 659  102707.77    6792.22915  0.1471744924 130588.50  -21088.49910 -0.495080398
## 660  134411.30   -9411.29856 -0.2039246701 130588.50   -5588.49910 -0.131197405
## 662  202252.41  -45752.41379 -0.9913664761 216144.67  -59644.66977 -1.400237480
## 664  167223.34  -62223.34122 -1.3482596743  87810.41   17189.58623  0.403548263
## 665  108693.75   -2693.75161 -0.0583683967 130588.50  -24588.49910 -0.577247525
## 668  167888.45  -13888.45019 -0.3009359023 173366.58  -19366.58444 -0.454656175
## 670  306896.23 -106896.22551 -2.3162348305 130588.50   69411.50090  1.629526753
## 671  120333.16   23166.84137  0.5019807260 173366.58  -29866.58444 -0.701157557
## 672  137404.29   -2404.28894 -0.0520962995 173366.58  -38366.58444 -0.900706295
## 673  159685.44   -6685.43953 -0.1448605675 130588.50   22411.50090  0.526139614
## 674  178751.90  -21251.89675 -0.4604875731 173366.58  -15866.58444 -0.372489047
## 675  141505.79  -28005.79427 -0.6068314931 173366.58  -59866.58444 -1.405447220
## 676  129755.54    3244.46425  0.0703012765 130588.50    2411.50090  0.056613172
## 677  130198.94  -37298.94173 -0.8081960571  45032.33   47867.67157  1.123756877
## 679  130198.94  -40198.94173 -0.8710334583  87810.41    2189.58623  0.051403432
## 681  130309.79   -2309.79323 -0.0500487599 130588.50   -2588.49910 -0.060768439
## 683   96056.68   22843.31888  0.4949706182 130588.50  -11688.49910 -0.274402970
## 684  146050.71   -8050.70558 -0.1744432471 130588.50    7411.50090  0.173994782
## 685  142170.90   -9670.90324 -0.2095498024 130588.50    1911.50090  0.044875011
## 686  176867.42  -43367.42132 -0.9396882939  87810.41   45689.58623  1.072623444
## 688  215111.19  -70361.18726 -1.5245910870 173366.58  -28616.58444 -0.671812154
## 689  119224.64   25775.35632  0.5585022090 130588.50   14411.50090  0.338329037
## 690  130753.20   -3753.19921 -0.0813245808 173366.58  -46366.58444 -1.088516872
## 691  114014.62   -4514.62339 -0.0978231728 130588.50  -21088.49910 -0.495080398
## 692  150595.62  -35595.61690 -0.7712882964 173366.58  -58366.58444 -1.370232737
## 693  151260.73  -41260.72587 -0.8940402707 130588.50  -20588.49910 -0.483342237
## 694  167666.75  -38766.74720 -0.8400005678 173366.58  -44466.58444 -1.043911860
## 697  159685.44  -29685.43953 -0.6432261631 130588.50    -588.49910 -0.013815795
## 698  177199.98  -48199.97581 -1.0444004198 130588.50   -1588.49910 -0.037292117
## 699  187620.02  -37620.01639 -0.8151531250 130588.50   19411.50090  0.455710648
## 701  203471.78 -108921.78024 -2.3601246908  87810.41    6739.58623  0.158220697
## 702  232182.32 -107682.31757 -2.3332679276 130588.50   -6088.49910 -0.142935566
## 703  168886.11  -33886.11365 -0.7342466615 216144.67  -81144.66977 -1.904978405
## 704  175315.50  -72315.50039 -1.5669372794 130588.50  -27588.49910 -0.647676492
## 706  162124.17  -32624.17243 -0.7069028315 130588.50   -1088.49910 -0.025553956
## 707  168664.41  -75664.41066 -1.6395016995 130588.50  -37588.49910 -0.882439713
## 708  110356.52  -30356.52404 -0.6577672689  87810.41   -7810.41377 -0.183359789
## 711  113127.81  -21827.81143 -0.4729665323 130588.50  -39288.49910 -0.922349460
## 712  102707.77   -3207.77085 -0.0695062014 130588.50  -31088.49910 -0.729843619
## 714  182299.14  -94799.14460 -2.0541144421  87810.41    -310.41377 -0.007287374
## 715  157246.71  -47246.70663 -1.0237449170 130588.50  -20588.49910 -0.483342237
## 718  237392.34  -77392.33785 -1.6769425458 173366.58  -13366.58444 -0.313798242
## 719  157690.11  -38690.11261 -0.8383400442 173366.58  -54366.58444 -1.276327449
## 722  179195.30  -36195.30273 -0.7842823306 216144.67  -73144.66977 -1.717167829
## 724  208792.65  -83892.65202 -1.8177918042 130588.50   -5688.49910 -0.133545037
## 725  130642.35  -11642.34771 -0.2522671979 173366.58  -54366.58444 -1.276327449
## 726  183518.51  -37018.51105 -0.8021196657 173366.58  -26866.58444 -0.630728590
## 730  173652.73  -24652.72796 -0.5341770197 173366.58  -24366.58444 -0.572037785
## 731  186511.50   18488.49857  0.4006100697 216144.67  -11144.66977 -0.261635857
## 732  198261.76  -61261.75995 -1.3274240647 130588.50    6411.50090  0.150518460
## 733  120444.01     555.98987  0.0120472271 173366.58  -52366.58444 -1.229374804
## 734  161680.77  -33680.76644 -0.7297971840  87810.41   40189.58623  0.943503672
## 735  145274.75  -10374.74511 -0.2248006969 173366.58  -38466.58444 -0.903053927
## 736  164341.20  -47341.20234 -1.0257924566 130588.50  -13588.49910 -0.319007982
## 737  171435.70  -38935.69805 -0.8436614065 173366.58  -40866.58444 -0.959397100
## 738  141505.79  -48505.79427 -1.0510269154 130588.50  -37588.49910 -0.882439713
## 739  115123.14    3876.86165  0.0840041073 173366.58  -54366.58444 -1.276327449
## 741  185513.84  -44013.83797 -0.9536948947 130588.50   10911.50090  0.256161910
## 742  189282.79  -56282.78882 -1.2195393728  87810.41   45189.58623  1.060885283
## 744  111908.44   -6908.44498 -0.1496926650 130588.50  -25588.49910 -0.600723847
## 746  190280.45  -40280.45228 -0.8727996344 130588.50   19411.50090  0.455710648
## 747  133746.19   -7246.18959 -0.1570109386 130588.50   -4088.49910 -0.095982922
## 748  251470.48  -36970.47778 -0.8010788774 173366.58   41133.41556  0.965661313
## 750  210898.83  -55898.83043 -1.2112197359 173366.58  -18366.58444 -0.431179852
## 755  228856.77  -79856.77270 -1.7303420911 173366.58  -24366.58444 -0.572037785
## 756  108915.45   -5915.45460 -0.1281764806  87810.41   15189.58623  0.356595619
## 757  173098.47  -50098.47048 -1.0855371340 173366.58  -50366.58444 -1.182422160
## 759  199591.98  -64591.97790 -1.3995834582 173366.58  -38366.58444 -0.900706295
## 761  170438.03  -54438.03459 -1.1795671101 173366.58  -57366.58444 -1.346756415
## 762   92952.84   -4202.83925 -0.0910674125  87810.41     939.58623  0.022058029
## 765  142614.31   17285.69078  0.3745475470 130588.50   29311.50090  0.688126237
## 767  166669.08  -63069.08374 -1.3665852820 173366.58  -69766.58444 -1.637862809
## 768  138180.25  -75180.24940 -1.6290108598 130588.50  -67588.49910 -1.586729376
## 770  139177.91    -177.91286 -0.0038550283 130588.50    8411.50090  0.197471104
## 771  201476.45  -28976.45332 -0.6278638008 173366.58    -866.58444 -0.020344215
## 773  114568.88   15431.11913  0.3343625599 130588.50    -588.49910 -0.013815795
## 774  129533.83   20366.16724  0.4412955247 173366.58  -23466.58444 -0.550909095
## 775  110023.97   24876.03045  0.5390155535 130588.50    4311.50090  0.101218184
## 776  110245.67   26754.32746  0.5797146234 130588.50    6411.50090  0.150518460
## 777  135963.22    3036.78051  0.0658011707 130588.50    8411.50090  0.197471104
## 778  182853.40  -17853.40208 -0.3868487549 130588.50   34411.50090  0.807855479
## 779  141062.39    6937.61171  0.1503246519 173366.58  -25366.58444 -0.595514107
## 780  244486.83  -79486.83356 -1.7223262242 130588.50   34411.50090  0.807855479
## 784  151149.87  -16149.87437 -0.3499365984  87810.41   47189.58623  1.107837927
## 785  110356.52  -27856.52404 -0.6035970955  87810.41   -5310.41377 -0.124668984
## 786  221873.13  -31873.12849 -0.6906291593 130588.50   59411.50090  1.394763532
## 789  202141.56  -74641.56229 -1.6173385501 173366.58  -45866.58444 -1.076778711
## 790  133857.04  -12357.04108 -0.2677532234 130588.50   -9088.49910 -0.213364532
## 792  196598.99  -42198.98752 -0.9143705892 173366.58  -18966.58444 -0.445265646
## 793   89405.59   23594.40860  0.5112452825  87810.41   25189.58623  0.591358840
## 794  135630.67  -10630.66501 -0.2303459869 130588.50   -5588.49910 -0.131197405
## 795  108582.90  -24582.90011 -0.5326639851  87810.41   -3810.41377 -0.089454501
## 796  131196.61    8303.39481  0.1799185348 130588.50    8911.50090  0.209209266
## 798  154364.57  -49364.56774 -1.0696348786 173366.58  -68366.58444 -1.604995958
## 799  182299.14  -74299.14460 -1.6099190199  87810.41   20189.58623  0.473977230
## 800  132526.82   29473.17686  0.6386268411 216144.67  -54144.66977 -1.271117708
## 803  258343.27   13556.72950  0.2937481554 216144.67   55755.33023  1.308930092
## 804  211674.79    1325.20910  0.0287147226 216144.67   -3144.66977 -0.073825281
## 805  223203.35   16696.65357  0.3617842479 216144.67   23755.33023  0.557687784
## 806  238833.41     666.59271  0.0144437770 258922.76  -19422.75511 -0.455974855
## 816  323856.50  -54356.50432 -1.1778005067 216144.67   53355.33023  1.252586919
## 817  323856.50  -54356.50432 -1.1778005067 216144.67   53355.33023  1.252586919
## 818  323856.50  -54356.50432 -1.1778005067 216144.67   53355.33023  1.252586919
## 820  205356.26   91643.74434  1.9857430102 258922.76   38077.24489  0.893913666
## 821  195601.32   99891.67594  2.1644597644 258922.76   36570.24489  0.858534849
## 823  177643.38   62256.61821  1.3489807225 258922.76  -19022.75511 -0.446584326
## 824  210898.83    1101.16957  0.0238602185 258922.76  -46922.75511 -1.101573713
## 825  218658.44   53841.56488  1.1666427632 258922.76   13577.24489  0.318743774
## 826  214446.08   24553.92171  0.5320360791 301700.84  -62700.84044 -1.471985127
## 828  157911.82   42088.18440  0.9119696995 216144.67  -16144.66977 -0.379017468
## 829  153921.16   67878.83824  1.4708033761 258922.76  -37122.75511 -0.871505757
## 830  151482.43   43017.57114  0.9321077158 216144.67  -21644.66977 -0.508137240
## 831  180968.93   56031.07334  1.2140851844 258922.76  -21922.75511 -0.514665661
## 832  172544.21     455.78700  0.0098760243 173366.58    -366.58444 -0.008606054
## 833  197153.24   77846.75500  1.6867888881 216144.67   58855.33023  1.381706690
## 834  209901.17   23598.83302  0.5113411512 216144.67   17355.33023  0.407439323
## 836  130198.94   21801.05827  0.4723868431 130588.50   21411.50090  0.502663292
## 837  124656.37   18343.63304  0.3974711134 130588.50   12411.50090  0.291376393
## 838  210455.42   21044.57555  0.4559953229 173366.58   58133.41556  1.364758789
## 839  199037.72   12962.27958  0.2808675732 216144.67   -4144.66977 -0.097301603
## 840  177089.12   29910.87568  0.6481109294 216144.67   -9144.66977 -0.214683213
## 841  136517.48    8482.52303  0.1837998975 130588.50   14411.50090  0.338329037
## 842  124656.37   13343.63304  0.2891307665 130588.50    7411.50090  0.173994782
## 843  212118.20  -14218.19689 -0.3080808765 216144.67  -18244.66977 -0.428317744
## 844  181301.48   22698.51886  0.4918330813 216144.67  -12144.66977 -0.285112180
## 845  173541.88   18458.12354  0.3999519014 216144.67  -24144.66977 -0.566828045
## 846  211342.24  -11342.23642 -0.2457643656 173366.58   26633.41556  0.625254643
## 847  198926.87   -3926.86892 -0.0850876683 216144.67  -21144.66977 -0.496399079
## 848  189282.79   37717.21118  0.8172591486 216144.67   10855.33023  0.254843229
## 849  218880.14   11119.86189  0.2409459389 216144.67   13855.33023  0.325272195
## 850  173431.02   13668.97504  0.2961802994 216144.67  -29044.66977 -0.681862023
## 851  174982.95   28017.05410  0.6070754719 216144.67  -13144.66977 -0.308588502
## 852  180303.82   20696.18232  0.4484463142 216144.67  -15144.66977 -0.355541146
## 853  130198.94   -6198.94173 -0.1343190995 130588.50   -6588.49910 -0.154673727
## 854  115455.69   24544.30717  0.5318277505 130588.50    9411.50090  0.220947427
## 855  116231.65   18668.34670  0.4045070314 130588.50    4311.50090  0.101218184
## 856  130198.94   20301.05827  0.4398847390 130588.50   19911.50090  0.467448809
## 857  110689.08   25810.92147  0.5592728371 130588.50    5911.50090  0.138780299
## 858  155473.08  -11973.08270 -0.2594335866 130588.50   12911.50090  0.303114554
## 859  110689.08   22810.92147  0.4942686290 130588.50    2911.50090  0.068351333
## 860  114014.62    8985.37661  0.1946957637 130588.50   -7588.49910 -0.178150049
## 861  100047.33   33852.66504  0.7335218946 130588.50    3311.50090  0.077741862
## 862  100047.33   32952.66504  0.7140206322 130588.50    2411.50090  0.056613172
## 863  193495.15   56504.85435  1.2243511043 216144.67   33855.33023  0.794798638
## 864  257013.05   -2263.05255 -0.0490359797 258922.76   -4172.75511 -0.097960943
## 865  213115.86   23384.13966  0.5066891604 258922.76  -22422.75511 -0.526403822
## 866  222427.39   39072.61404  0.8466281116 258922.76    2577.24489  0.060504231
## 867  253576.66   59423.34381  1.2875891362 301700.84   11299.15956  0.265262709
## 868  206132.22   -7632.21613 -0.1653753886 216144.67  -17644.66977 -0.414231951
## 869  222205.68  -11205.68297 -0.2428055161 216144.67   -5144.66977 -0.120777925
## 870  182631.70   37368.30091  0.8096989366 258922.76  -38922.75511 -0.913763137
## 871  181634.04   21365.96437  0.4629591983 216144.67  -13144.66977 -0.308588502
## 872  217549.92   61950.07984  1.3423386278 258922.76   20577.24489  0.483078029
## 873  171989.96   38010.04448  0.8236042807 216144.67   -6144.66977 -0.144254247
## 874  240385.33  -20885.32823 -0.4525447411 216144.67    3355.33023  0.078770813
## 875  205134.55  -14134.55267 -0.3062684679 216144.67  -25144.66977 -0.590304367
## 876  149265.40   28734.60105  0.6226233290 216144.67  -38144.66977 -0.895496555
## 877  195601.32   17398.67594  0.3769957173 216144.67   -3144.66977 -0.073825281
## 878  108915.45   35084.54540  0.7602143638 173366.58  -29366.58444 -0.689419396
## 879  108915.45   31084.54540  0.6735420863 173366.58  -33366.58444 -0.783324684
## 880  192497.48  100702.51781  2.1820291424 258922.76   34277.24489  0.804703642
## 881  206464.77  -16464.77062 -0.3567597920 216144.67  -26144.66977 -0.613780689
## 882  181190.63    8809.37035  0.1908820480 216144.67  -26144.66977 -0.613780689
## 883  178530.19   -5030.19376 -0.1089945873 173366.58     133.41556  0.003132107
## 884  169662.07     337.92588  0.0073222014 173366.58   -3366.58444 -0.079035021
## 885  139732.17  -31732.17034 -0.6875748684  87810.41   20189.58623  0.473977230
## 886  179638.71  -12638.70871 -0.2738564172 130588.50   36411.50090  0.854808124
## 887  105368.21   -5368.20674 -0.1163186762  87810.41   12189.58623  0.286166653
## 888  227969.96  -29469.96074 -0.6385571538 216144.67  -17644.66977 -0.414231951
## 889  172987.62  -13487.61898 -0.2922506638 173366.58  -13866.58444 -0.325536403
## 892  203139.23  116860.77425  2.5321473638 301700.84   18299.15956  0.429596964
## 893  133746.19   11753.81041  0.2546823795 173366.58  -27866.58444 -0.654204913
## 894   92287.73   25712.26972  0.5571352442 130588.50  -12588.49910 -0.295531660
## 895  112019.30  -27019.29647 -0.5854559905  87810.41   -2810.41377 -0.065978179
## 898  110689.08  -10789.07853 -0.2337785020 130588.50  -30688.49910 -0.720453090
## 900  200922.20  -81022.19584 -1.7555945605 130588.50  -10688.49910 -0.250926648
## 903  147491.78  -37491.77502 -0.8123743823 173366.58  -63366.58444 -1.487614348
## 904  158798.63  -36798.62756 -0.7973552150 130588.50   -8588.49910 -0.201626371
## 909  179971.26  -40471.26320 -0.8769341387 173366.58  -33866.58444 -0.795062845
## 911  152590.94  -47590.94382 -1.0312038723 173366.58  -68366.58444 -1.604995958
## 913  151482.43   -3982.42886 -0.0862915448 173366.58  -25866.58444 -0.607252268
## 914  193162.59  -55712.59116 -1.2071842904 173366.58  -35916.58444 -0.843189306
## 915  140729.83   14270.16620  0.3092069512 216144.67  -61144.66977 -1.435451963
## 916  226972.30  -49972.29728 -1.0828032043 173366.58    3633.41556  0.085299234
## 917  178641.05  -33641.04525 -0.7289365024 216144.67  -71144.66977 -1.670215184
## 918  151039.02  -14039.02288 -0.3041985217 216144.67  -79144.66977 -1.858025761
## 919  245484.50  -11484.49702 -0.2488468782 216144.67   17855.33023  0.419177484
## 921  180525.52   -3025.52068 -0.0655571919 173366.58    4133.41556  0.097037395
## 923  156027.34   -1027.34018 -0.0222604782 130588.50   24411.50090  0.573092258
## 925  163786.94   -8886.94486 -0.1925629377 130588.50   24311.50090  0.570744626
## 927  138180.25    6619.75060  0.1434372152 130588.50   14211.50090  0.333633773
## 928  188285.13  -13785.12536 -0.2986970526 216144.67  -41644.66977 -0.977663682
## 929  187952.57    5047.42913  0.1093680445 173366.58   19633.41556  0.460920388
## 931  142614.31   15885.69078  0.3442122498 173366.58  -14866.58444 -0.349012725
## 932  226196.34   -2196.33681 -0.0475903784 173366.58   50633.41556  1.188686373
## 933  129312.13  -14312.12977 -0.3101162207 173366.58  -58366.58444 -1.370232737
## 934  151149.87  -14149.87437 -0.3066004596 173366.58  -36366.58444 -0.853753650
## 935  151149.87  -30149.87437 -0.6532895696 173366.58  -52366.58444 -1.229374804
## 936  151149.87  -27149.87437 -0.5882853615 173366.58  -49366.58444 -1.158945838
## 937  234621.05  -26621.05047 -0.5768267684 173366.58   34633.41556  0.813065220
## 939  201143.90   20856.10117  0.4519114470 173366.58   48633.41556  1.141733729
## 940  163897.80  -16897.79635 -0.3661426237 130588.50   16411.50090  0.385281681
## 941  220653.76  -97653.76204 -2.1159684907 130588.50   -7588.49910 -0.178150049
## 942  147048.37  -69048.36904 -1.4961448507 130588.50  -52588.49910 -1.234584544
## 947  242380.66    8619.34485  0.1867645622 258922.76   -7922.75511 -0.185997151
## 949  204469.44   35530.55630  0.7698785589 216144.67   23855.33023  0.560035417
## 950  232293.17  -17293.16906 -0.3747095870 173366.58   41633.41556  0.977399474
## 951  117561.87   38888.12875  0.8426306718 173366.58  -16916.58444 -0.397139185
## 952  157579.26   15420.73889  0.3341376401 173366.58    -366.58444 -0.008606054
## 953  207129.88  -81129.87959 -1.7579278594 130588.50   -4588.49910 -0.107721083
## 954  149819.66   23180.34357  0.5022732927 216144.67  -43144.66977 -1.012878165
## 958  194492.81  121007.19090  2.6219922074 301700.84   13799.15956  0.323953515
## 961  196820.69  119679.30949  2.5932195810 301700.84   14799.15956  0.347429837
## 962  177421.68   23578.32120  0.5108966995 258922.76  -57922.75511 -1.359813257
## 963  171435.70    3564.30195  0.0772315420 173366.58    1633.41556  0.038346590
## 964  262888.18  -58888.18181 -1.2759932090 173366.58   30633.41556  0.719159931
## 966  158576.92   61423.07543  1.3309194597 258922.76  -38922.75511 -0.913763137
## 968  218658.44   96341.56488  2.0875357117 301700.84   13299.15956  0.312215354
## 970  126651.69   12848.30613  0.2783979885 130588.50    8911.50090  0.209209266
## 972  148378.59   13621.41301  0.2951497222 173366.58  -11366.58444 -0.266845598
## 973  150595.62   14404.38310  0.3121151724 173366.58   -8366.58444 -0.196416631
## 974  124434.66  -33434.66397 -0.7244646184  87810.41    3189.58623  0.074879754
## 975  111797.59   18202.40652  0.3944110073 130588.50    -588.49910 -0.013815795
## 976   84749.83    1250.17141  0.0270888009  87810.41   -1810.41377 -0.042501857
## 977  170548.89  -10548.88608 -0.2285739955 130588.50   29411.50090  0.690473869
## 978   84749.83   -4749.82859 -0.1029196153  87810.41   -7810.41377 -0.183359789
## 979  163897.80  -66897.79635 -1.4495460925  87810.41    9189.58623  0.215737686
## 980  135963.22  -47963.21949 -1.0392703675  87810.41     189.58623  0.004450787
## 981  103151.18   28748.82317  0.6229314948 130588.50    1311.50090  0.030789217
## 982  135852.37   -4602.36800 -0.0997244291 173366.58  -42116.58444 -0.988742503
## 983  137958.55   27541.45359  0.5967701270 130588.50   34911.50090  0.819593641
## 984  107252.68    4747.31783  0.1028652122 130588.50  -18588.49910 -0.436389593
## 985  112795.26   36204.74306  0.7844868844 130588.50   18411.50090  0.432234326
## 986  165893.12  -22893.12327 -0.4960497833 130588.50   12411.50090  0.291376393
## 987  157579.26  -27579.26111 -0.5975893431 130588.50    -588.49910 -0.013815795
## 988  188617.68    7382.32016  0.1599606253 173366.58   22633.41556  0.531349354
## 989  195823.03  -22823.02705 -0.4945309335 130588.50   42411.50090  0.995666056
## 991  249586.00  -12086.00236 -0.2618803375 173366.58   64133.41556  1.505616722
## 992  249031.74  -42131.74488 -0.9129135710 173366.58   33533.41556  0.787241265
## 993  192719.19   -5219.18518 -0.1130896665 173366.58   14133.41556  0.331800616
## 994  177865.08  -12865.08478 -0.2787615496 173366.58   -8366.58444 -0.196416631
## 995  192719.19    2780.81482  0.0602548885 173366.58   22133.41556  0.519611193
## 996  196488.14   -4488.13602 -0.0972492427 173366.58   18633.41556  0.437444066
## 997  196266.43  -23266.43303 -0.5041386851 173366.58    -366.58444 -0.008606054
## 998  168331.86    9568.14383  0.2073232042 130588.50   47311.50090  1.110700035
## 999  175204.65    -204.64889 -0.0044343464 216144.67  -41144.66977 -0.965925521
## 1000 191499.82   94500.18127  2.0476364839 258922.76   27077.24489  0.635674123
## 1002 163121.84   16878.16411  0.3657172310 258922.76  -78922.75511 -1.852816021
## 1003 156803.30   23196.69936  0.5026276910 258922.76  -78922.75511 -1.852816021
## 1004 192719.19  -11719.18518 -0.2539321175 173366.58    7633.41556  0.179204523
## 1005 195933.88  -12933.87855 -0.2802521776 173366.58    9633.41556  0.226157167
## 1006 198705.17  -10705.16593 -0.2319602781 173366.58   14633.41556  0.343538777
## 1007 224976.97  -30476.97036 -0.6603771081 216144.67  -21644.66977 -0.508137240
## 1008 204358.59  -19358.59220 -0.4194633189 173366.58   11633.41556  0.273109811
## 1009 151039.02   37960.97712  0.8225410858 258922.76  -69922.75511 -1.641529122
## 1010 163121.84   25378.16411  0.5498958207 258922.76  -70422.75511 -1.653267283
## 1011 292042.13   62957.87488  1.3641756007 258922.76   96077.24489  2.255540349
## 1012 292485.53   32514.46890  0.7045257678 301700.84   23299.15956  0.546978575
## 1016 179860.41  -46860.41170 -1.0153746518 173366.58  -40366.58444 -0.947658939
## 1017 246925.57  -31925.56646 -0.6917653890 216144.67   -1144.66977 -0.026872636
## 1018 202030.71   24469.28920  0.5302022560 216144.67   10355.33023  0.243105068
## 1019 172544.21    2955.78700  0.0640461978 173366.58    2133.41556  0.050084751
## 1020 154586.27   27313.72927  0.5918357807 216144.67  -34244.66977 -0.803938898
## 1021 243710.87   -8710.87310 -0.1887478026 216144.67   18855.33023  0.442653806
## 1022 212450.75    7549.24863  0.1635776430 216144.67    3855.33023  0.090508974
## 1023 333278.88  -61278.88144 -1.3277950543 173366.58   98633.41556  2.315549835
## 1024 149154.55   11845.45254  0.2566680875 173366.58  -12366.58444 -0.290321920
## 1027 159907.14  -13007.14252 -0.2818396664 130588.50   16311.50090  0.382934049
## 1030 174982.95  -15082.94590 -0.3268183182 173366.58  -13466.58444 -0.316145874
## 1031 232625.72  -27625.72355 -0.5985960944 216144.67  -11144.66977 -0.261635857
## 1032 145496.45   11503.55189  0.2492597605 130588.50   26411.50090  0.620044903
## 1033 274305.89   31694.11415  0.6867502643 258922.76   47077.24489  1.105200565
## 1034 213559.27  -80559.26633 -1.7455637717 130588.50    2411.50090  0.056613172
## 1035 131750.86   19249.13733  0.4170916432 173366.58  -22366.58444 -0.525085141
## 1036 118670.39   -6770.38620 -0.1467011979  87810.41   24089.58623  0.565534886
## 1037 110689.08   12310.92147  0.2667539006 130588.50   -7588.49910 -0.178150049
## 1038 110689.08     560.92147  0.0121540854  87810.41   23439.58623  0.550275277
## 1040 124323.81  -20923.81247 -0.4533786202 173366.58  -69966.58444 -1.642558074
## 1041 124323.81  -24323.81247 -0.5270500561 173366.58  -73366.58444 -1.722377569
## 1042 124323.81  -23823.81247 -0.5162160214 173366.58  -72866.58444 -1.710639408
## 1043 124323.81  -18323.81247 -0.3970416398 173366.58  -67366.58444 -1.581519636
## 1045 124323.81  -34823.81247 -0.7545647846 173366.58  -83866.58444 -1.968878951
## 1046 159242.03  -47492.03354 -1.0290606777 130588.50  -18838.49910 -0.442258673
## 1048 176313.16  -33313.16385 -0.7218319454 173366.58  -30366.58444 -0.712895718
## 1049 131861.71   16638.28584  0.3605195318 216144.67  -67644.66977 -1.588048057
## 1050 113792.92   -3792.92040 -0.0821852624 130588.50  -20588.49910 -0.483342237
## 1062 246371.31    3628.69101  0.0786267286 258922.76   -8922.75511 -0.209473473
## 1063 273419.07   42580.92612  0.9226464612 258922.76   57077.24489  1.339963786
## 1066 241715.55   42284.45382  0.9162224790 216144.67   67855.33023  1.592993590
## 1067 189504.49   94495.50819  2.0475352272 258922.76   25077.24489  0.588721479
## 1072 166447.38   25552.61925  0.5536759267 216144.67  -24144.66977 -0.566828045
## 1073 183185.96   90814.04343  1.9677649935 258922.76   15077.24489  0.353958258
## 1074 201587.30   64412.69518  1.3956987480 301700.84  -35700.84044 -0.838124430
## 1076 163676.09   70573.90664  1.5292003052 258922.76  -24672.75511 -0.579225546
## 1077 163676.09   55823.90664  1.2095962819 258922.76  -39422.75511 -0.925501298
## 1078 195157.92  -40157.91808 -0.8701445549 216144.67  -61144.66977 -1.435451963
## 1079 195157.92  -41157.91808 -0.8918126243 216144.67  -62144.66977 -1.458928285
## 1080 165449.72   41550.28271  0.9003144084 216144.67   -9144.66977 -0.214683213
## 1081 176202.31   18797.68765  0.4073096001 216144.67  -21144.66977 -0.496399079
## 1082 189615.34   30374.65670  0.6581601686 216144.67    3845.33023  0.090274211
## 1083 181634.04    9365.96437  0.2029423657 216144.67  -25144.66977 -0.590304367
## 1084 155251.38    4643.62029  0.1006182867 216144.67  -56249.66977 -1.320535366
## 1086 182853.40   -3853.40208 -0.0834957836 173366.58    5633.41556  0.132251878
## 1087 191499.82    1500.18127  0.0325060319 173366.58   19633.41556  0.460920388
## 1088 144166.23   45833.76984  0.9931293047 216144.67  -26144.66977 -0.613780689
## 1089 176313.16    -313.16385 -0.0067856560 173366.58    2633.41556  0.061822912
## 1090 205577.96  -17577.95865 -0.3808804276 216144.67  -28144.66977 -0.660733333
## 1091 235064.46  -22064.45645 -0.4780941731 216144.67   -3144.66977 -0.073825281
## 1093 213559.27  -27059.26633 -0.5863220600 173366.58   13133.41556  0.308324294
## 1094 224644.42    2105.58413  0.0456239429 216144.67   10605.33023  0.248974149
## 1095 180082.11    3917.88531  0.0848930106 216144.67  -32144.66977 -0.754638622
## 1096 171657.40    4342.59896  0.0940957356 216144.67  -40144.66977 -0.942449199
## 1097 272310.56  -47310.55893 -1.0251284731 216144.67    8855.33023  0.207890585
## 1098 197929.21  -12029.20546 -0.2606496585 216144.67  -30244.66977 -0.710033610
## 1099 258675.82   25824.17502  0.5595600158 258922.76   25577.24489  0.600459640
## 1100 306452.82    8547.18047  0.1852008993 258922.76   56077.24489  1.316487464
## 1101 258564.97   -8564.97349 -0.1855864398 258922.76   -8922.75511 -0.209473473
## 1102 255682.83   35317.16539  0.7652547899 301700.84  -10700.84044 -0.251216377
## 1104 250472.81   29027.18568  0.6289630731 216144.67   63355.33023  1.487350140
## 1105 292152.98   -2152.97662 -0.0466508467 258922.76   31077.24489  0.729579411
## 1108 258454.12   29045.87801  0.6293680998 216144.67   71355.33023  1.675160717
## 1109 250694.52   20305.48269  0.4399806077 216144.67   54855.33023  1.287801402
## 1110 235175.31   66324.69206  1.4371280288 258922.76   42577.24489  0.999557116
## 1112 229189.33  -15189.32719 -0.3291233953 173366.58   40633.41556  0.953923152
## 1113 189393.64   42606.35969  0.9231975576 258922.76  -26922.75511 -0.632047271
## 1114 189837.05   50162.95371  1.0869343610 216144.67   23855.33023  0.560035417
## 1116 188174.27   56825.72614  1.2313037763 258922.76  -13922.75511 -0.326855084
## 1118 221208.02   35791.98049  0.7755431163 258922.76   -1922.75511 -0.045139218
## 1120 176756.57   70243.43017  1.5220395182 258922.76  -11922.75511 -0.279902439
## 1124 210898.83   15801.16957  0.3423808384 216144.67   10555.33023  0.247800332
## 1125 235729.57   14270.43458  0.3092127665 258922.76   -8922.75511 -0.209473473
## 1126 231960.61   18039.38543  0.3908786549 216144.67   33855.33023  0.794798638
## 1128 199481.13    6468.87360  0.1401680019 216144.67  -10194.66977 -0.239333351
## 1129 198926.87   57073.13108  1.2366645637 258922.76   -2922.75511 -0.068615540
## 1131 206464.77    1035.22938  0.0224314221 173366.58   34133.41556  0.801327059
## 1132 134633.00    6366.99845  0.1379605642 216144.67  -75144.66977 -1.764120473
## 1133 202917.52  -14917.52276 -0.3232339181 173366.58   14633.41556  0.343538777
## 1134 199259.42   -6759.42341 -0.1464636554 216144.67  -23644.66977 -0.555089884
## 1135 145163.89     836.10638  0.0181168111 173366.58  -27366.58444 -0.642466751
## 1136 138401.95   20598.04760  0.4463199245 130588.50   28411.50090  0.666997547
## 1137 138401.95   16598.04760  0.3596476470 173366.58  -18366.58444 -0.431179852
## 1138 196709.84  -23709.83901 -0.5137464367 173366.58    -366.58444 -0.008606054
## 1139 143722.82   26277.17582  0.5693756687 216144.67  -46144.66977 -1.083307131
## 1140 193273.44  -11273.44265 -0.2442737375 173366.58    8633.41556  0.202680845
## 1141 201143.90  -38143.89883 -0.8265046462 173366.58  -10366.58444 -0.243369276
## 1142 201033.05   -7533.04734 -0.1632265923 173366.58   20133.41556  0.472658549
## 1143 198594.31   -9594.31444 -0.2078902708 216144.67  -27144.66977 -0.637257011
## 1144 200811.34  -10311.34435 -0.2234269247 173366.58   17133.41556  0.402229583
## 1145 207462.43  -32462.43408 -0.7033982737 216144.67  -41144.66977 -0.965925521
## 1146 158355.22   20844.77842  0.4516661049 173366.58    5833.41556  0.136947143
## 1147 204469.44  -17469.44370 -0.3785291180 173366.58   13633.41556  0.320062455
## 1148 194160.25   -1160.25462 -0.0251404776 173366.58   19633.41556  0.460920388
## 1149 147824.33    6075.67049  0.1316480497 173366.58  -19466.58444 -0.457003807
## 1150 123991.26    4008.74202  0.0868617001 130588.50   -2588.49910 -0.060768439
## 1151 116009.95   27990.04969  0.6064903385 130588.50   13411.50090  0.314852715
## 1152 110689.08   24310.92147  0.5267707331 130588.50    4411.50090  0.103565816
## 1153 113571.22    1428.78259  0.0309589603 130588.50  -15588.49910 -0.365960626
## 1155 116009.95   25990.04969  0.5631541998 173366.58  -31366.58444 -0.736372040
## 1156 173431.02   18568.97504  0.4023538393 173366.58   18633.41556  0.437444066
## 1157 196820.69  -56820.69051 -1.2311946640 130588.50    9411.50090  0.220947427
## 1158 312327.95  -22327.94879 -0.4838035435 173366.58  116633.41556  2.738123633
## 1159 323745.65   48754.34717  1.0564125769 301700.84   70799.15956  1.662103875
## 1160 169107.82   26892.18336  0.5827016947 216144.67  -20144.66977 -0.472922757
## 1161 153477.76   18422.24422  0.3991744658 216144.67  -44244.66977 -1.038702119
## 1162 152923.50   25076.50170  0.5433593785 216144.67  -38144.66977 -0.895496555
## 1163 147935.18   17064.81899  0.3697616819 173366.58   -8366.58444 -0.196416631
## 1166 181301.48   -1901.48114 -0.0412014253 216144.67  -36744.66977 -0.862629704
## 1167 186622.35  -13722.35293 -0.2973368952 173366.58    -466.58444 -0.010953687
## 1168 196488.14  103511.86398  2.2429022499 301700.84   -1700.84044 -0.039929478
## 1169 160128.85  124871.15449  2.7057168386 301700.84  -16700.84044 -0.392074310
## 1170 172211.66  117788.34149  2.5522459550 301700.84  -11700.84044 -0.274692699
## 1171 187509.16  117490.83511  2.5457995663 301700.84    3299.15956  0.077452132
## 1173 153699.46    6300.54123  0.1365205645 216144.67  -56144.66977 -1.318070353
## 1174 170548.89    -548.88608 -0.0118933017 216144.67  -46144.66977 -1.083307131
## 1175 213226.71    9773.28816  0.2117682859 216144.67    6855.33023  0.160937941
## 1177 193051.74    6948.26034  0.1505553870 258922.76  -58922.75511 -1.383289579
## 1178 280181.02   64818.98489  1.4045022616 344478.93     521.07422  0.012232906
## 1179 157690.11   87809.88739  1.9026707320 258922.76  -13422.75511 -0.315116923
## 1180 152258.39   65241.61067  1.4136597462 258922.76  -41422.75511 -0.972453942
## 1182 151482.43   11017.57114  0.2387294958 173366.58  -10866.58444 -0.255107437
## 1184 200146.24   89853.76463  1.9469576056 258922.76   31077.24489  0.729579411
## 1185 215776.30  -10776.29624 -0.2335015345 216144.67  -11144.66977 -0.261635857
## 1186 201365.60  -27365.60182 -0.5929597589 216144.67  -42144.66977 -0.989401843
## 1187 173098.47    9901.52952  0.2145470286 173366.58    9633.41556  0.226157167
## 1188 207794.99  -57794.98856 -1.2523058218 173366.58  -23366.58444 -0.548561463
## 1190 194492.81   20507.19090  0.4443512350 216144.67   -1144.66977 -0.026872636
## 1191 195047.07  -54547.06658 -1.1819296230 130588.50    9911.50090  0.232685588
## 1192 304679.20  -64679.19561 -1.4014732976 173366.58   66633.41556  1.564307527
## 1193 177199.98  -36199.97581 -0.7843835873 130588.50   10411.50090  0.244423749
## 1194 116009.95   30990.04969  0.6714945467 130588.50   16411.50090  0.385281681
## 1195 117451.02   17548.98025  0.3802525215 130588.50    4411.50090  0.103565816
## 1196 206464.77  -61464.77062 -1.3318229139 130588.50   14411.50090  0.338329037
## 1197 206464.77  -63864.77062 -1.3838262804 130588.50   12011.50090  0.281985864
## 1198 198483.46  -63483.46294 -1.3755640793 130588.50    4411.50090  0.103565816
## 1199 200035.38  -30035.38388 -0.6508087816 216144.67  -46144.66977 -1.083307131
## 1200 315875.20  -16075.19665 -0.3483184762 258922.76   40877.24489  0.959647368
## 1201 222870.79  -37870.79195 -0.8205869472 173366.58   11633.41556  0.273109811
## 1202 195823.03  -22823.02705 -0.4945309335 173366.58    -366.58444 -0.008606054
## 1203 125654.03   52745.96958  1.1429033283 216144.67  -37744.66977 -0.886106026
## 1204 234177.64  -58177.64448 -1.2605972368 216144.67  -40144.66977 -0.942449199
## 1205 127316.80  -29316.80285 -0.6352385180 130588.50  -32588.49910 -0.765058102
## 1206 115455.69   -6447.69283 -0.1397090556  87810.41   21197.58623  0.497641362
## 1207 120444.01   15305.98987  0.3316512504  87810.41   47939.58623  1.125445168
## 1208 139953.87   15046.12667  0.3260205165 130588.50   24411.50090  0.573092258
## 1209 172876.77    7623.23251  0.1651807310 173366.58    7133.41556  0.167466361
## 1210 144055.38   30844.62134  0.6683433950 173366.58    1533.41556  0.035998958
## 1211 140840.69    -840.68530 -0.0182160273 173366.58  -33366.58444 -0.783324684
## 1212 135963.22    9036.78051  0.1958095869 173366.58  -28366.58444 -0.665943074
## 1213 155140.53   24759.47179  0.5364899524 130588.50   49311.50090  1.157652679
## 1214 164562.91    3937.09467  0.0853092405 173366.58   -4866.58444 -0.114249504
## 1216 131640.01   13859.98883  0.3003191995 130588.50   14911.50090  0.350067198
## 1217 153699.46  -11699.45877 -0.2535046843 173366.58  -31366.58444 -0.736372040
## 1218 136850.03    4149.96854  0.0899218063  87810.41   53189.58623  1.248695859
## 1219 138845.36   14154.64162  0.3067037567 130588.50   22411.50090  0.526139614
## 1220  94726.46  -22226.46318 -0.4816045461  45032.33   27467.67157  0.644839905
## 1222 134300.45  -16300.44706 -0.3531992178 130588.50  -12588.49910 -0.295531660
## 1223 115344.84  -28344.84134 -0.6141779885  87810.41    -810.41377 -0.019025535
## 1224 180747.22  -39247.22367 -0.8504115652 130588.50   10911.50090  0.256161910
## 1226 163121.84  -21621.83589 -0.4685034400 130588.50   10911.50090  0.256161910
## 1227 199037.72  -33537.72042 -0.7266976528 173366.58   -7866.58444 -0.184678470
## 1228 129755.54  -16855.53575 -0.3652269180 130588.50  -17688.49910 -0.415260903
## 1229 216663.11  -14863.10820 -0.3220548596 216144.67  -14344.66977 -0.336760088
## 1230 165893.12   -2893.12327 -0.0626883958 173366.58  -10366.58444 -0.243369276
## 1231 141727.50   -1777.49726 -0.0385149339 130588.50    9361.50090  0.219773611
## 1233 173541.88   -8541.87646 -0.1850859717 173366.58   -8366.58444 -0.196416631
## 1234 235286.16   -8286.15944 -0.1795450776 173366.58   53633.41556  1.259115340
## 1235 136628.33   -1628.32847 -0.0352827342 130588.50    4411.50090  0.103565816
## 1236 141727.50  -17727.49726 -0.3841206405 130588.50   -6588.49910 -0.154673727
## 1237 157135.86  -17135.85513 -0.3713008978 130588.50    9411.50090  0.220947427
## 1238 145274.75   -8774.74511 -0.1901317859 130588.50    5911.50090  0.138780299
## 1239 174539.54   10460.46008  0.2266579747 130588.50   54411.50090  1.277381922
## 1240 154697.12    8302.87777  0.1799073315 173366.58  -10366.58444 -0.243369276
## 1241 188950.23  -22150.23433 -0.4799528142 173366.58   -6566.58444 -0.154159251
## 1242 147491.78   -8491.77502 -0.1840003703 173366.58  -34366.58444 -0.806801006
## 1243 169218.67   -3218.66814 -0.0697423245 173366.58   -7366.58444 -0.172940309
## 1244 134633.00    1366.99845  0.0296202173 173366.58  -37366.58444 -0.877229973
## 1245 137293.44   -4293.43744 -0.0930305003 130588.50    2411.50090  0.056613172
## 1246 112684.41    3315.59455  0.0718425328 130588.50  -14588.49910 -0.342484304
## 1247 142614.31   -5114.30922 -0.1108172071 130588.50    6911.50090  0.162256621
## 1248 120222.31    9777.69286  0.2118637273 130588.50    -588.49910 -0.013815795
## 1249 213337.56  -33337.56334 -0.7223606352 173366.58    6633.41556  0.155728200
## 1254 217106.51  -71106.51418 -1.5407408824 130588.50   15411.50090  0.361805359
## 1255 111243.34  -21343.33600 -0.4624688853  87810.41    2089.58623  0.049055799
## 1256 143390.27  -29390.26969 -0.6368304027 130588.50  -16588.49910 -0.389436948
## 1257 187620.02  -47620.01639 -1.0318338187 130588.50    9411.50090  0.220947427
## 1258  89405.59   -2505.59140 -0.0542913282  87810.41    -910.41377 -0.021373167
## 1259 174096.13  -35096.13394 -0.7604654650 130588.50    8411.50090  0.197471104
## 1260 158355.22  -52105.22158 -1.1290195561  87810.41   18439.58623  0.432893666
## 1261 205134.55  -34134.55267 -0.7396298554 173366.58   -2366.58444 -0.055558699
## 1262 130642.35    8357.65229  0.1810941896 130588.50    8411.50090  0.197471104
## 1263 160350.55   25649.45150  0.5557740946 216144.67  -30144.66977 -0.707685978
## 1264 153810.31    3189.68973  0.0691144184 173366.58  -16366.58444 -0.384227208
## 1265 134743.85   13256.14696  0.2872351119 173366.58  -25366.58444 -0.595514107
## 1266 244265.13   -2265.13057 -0.0490810064 216144.67   25855.33023  0.606988061
## 1267 115788.25     211.75268  0.0045882718 130588.50  -14588.49910 -0.342484304
## 1271 154142.86    4857.13525  0.1052447435 130588.50   28411.50090  0.666997547
## 1272 128757.87   -2857.87229 -0.0619245750 130588.50   -4688.49910 -0.110068715
## 1273 155583.93    -583.93419 -0.0126527266 130588.50   24411.50090  0.573092258
## 1274 161237.36  -23237.36046 -0.5035087386 173366.58  -35366.58444 -0.830277328
## 1275 123991.26  -11491.25798 -0.2489933752 173366.58  -60866.58444 -1.428923542
## 1276 107141.83   -1641.83067 -0.0355753009 173366.58  -67866.58444 -1.593257797
## 1277 156581.60  -29081.59765 -0.6301420755 173366.58  -45866.58444 -1.076778711
## 1279 190945.56  -40945.56125 -0.8872112618 130588.50   19411.50090  0.455710648
## 1280 106365.87    3134.12980  0.0679105419 130588.50  -21088.49910 -0.495080398
## 1281 214002.67  -74002.67231 -1.6034950376 173366.58  -33366.58444 -0.783324684
## 1282 193495.15  -25595.14565 -0.5545973915 173366.58   -5466.58444 -0.128335297
## 1283 138734.51   -1864.50688 -0.0404002645 130588.50    6281.50090  0.147466538
## 1285  99603.93  -26603.92898 -0.5764557788 130588.50  -57588.49910 -1.351966155
## 1286 185513.84  -28013.83797 -0.6070057847 130588.50   26911.50090  0.631783064
## 1287 161569.91  -38969.91495 -0.8444028207 130588.50   -7988.49910 -0.187540578
## 1288 165671.42  -54671.42028 -1.1846241276 130588.50  -19588.49910 -0.459865915
## 1290  89405.59  -25405.59140 -0.5504901169 130588.50  -66588.49910 -1.563253054
## 1291 176313.16  -36813.16385 -0.7976701882 173366.58  -33866.58444 -0.795062845
## 1292 179638.71  -61638.70871 -1.3355918166  87810.41   30189.58623  0.708740451
## 1295 207794.99  -85544.98856 -1.8535947470 130588.50   -8338.49910 -0.195757291
## 1296 128757.87   -8757.87229 -0.1897661843 216144.67  -96144.66977 -2.257123237
## 1297 174096.13  -19096.13394 -0.4137763550 173366.58  -18366.58444 -0.431179852
## 1298 114568.88  -36568.88087 -0.7923770477 130588.50  -52588.49910 -1.234584544
## 1299 134633.00  -39633.00155 -0.8587706272 130588.50  -35588.49910 -0.835487069
## 1301 139288.76    7711.23564  0.1670875888 130588.50   16411.50090  0.385281681
## 1302 181079.78  -41079.77815 -0.8901194830 130588.50    9411.50090  0.220947427
## 1304 117783.57   -5283.57424 -0.1144848531 130588.50  -18088.49910 -0.424651432
## 1305 114790.58   -6890.58386 -0.1493056491  87810.41   20089.58623  0.471629597
## 1307 402117.66 -107117.66013 -2.3210328911 216144.67   78855.33023  1.851233133
## 1308 195268.77  -55768.76957 -1.2084015681 130588.50    8911.50090  0.209209266
## 1309 171879.10  -17979.10403 -0.3895724734 130588.50   23311.50090  0.547268304
## 1310 175648.05  -43648.05487 -0.9457690812 216144.67  -84144.66977 -1.975407372
## 1312 127649.36  -13649.35733 -0.2957552217 130588.50  -16588.49910 -0.389436948
## 1315 185624.69  -56224.68947 -1.2182804720 130588.50   -1188.49910 -0.027901588
## 1316 167666.75   -6666.74720 -0.1444555408 216144.67  -55144.66977 -1.294594030
## 1317 226861.45  -63861.44578 -1.3837542377 173366.58  -10366.58444 -0.243369276
## 1318 179417.01  -51417.00572 -1.1141072471 173366.58  -45366.58444 -1.065040550
## 1320 138069.40  -21169.39791 -0.4586999825 216144.67  -99244.66977 -2.329899836
## 1321 322526.29    2473.71362  0.0536005984 344478.93  -19478.92578 -0.457293536
## 1324 123991.26  -13991.25798 -0.3031635487 130588.50  -20588.49910 -0.483342237
## 1325 213891.82  -82391.82081 -1.7852716894 130588.50     911.50090  0.021398689
## 1326 112684.41  -15684.40545 -0.3398507853 130588.50  -33588.49910 -0.788534424
## 1327 136074.07  -20574.07099 -0.4458003976  87810.41   27689.58623  0.650049646
## 1328 141616.65   -3616.64576 -0.0783657313 130588.50    7411.50090  0.173994782
## 1330 101266.70  -21766.70141 -0.4716423963 130588.50  -51088.49910 -1.199370061
## 1331 207573.29  -54573.28557 -1.1824977378 130588.50   22411.50090  0.526139614
## 1332 101820.96    7679.04111  0.1663899955 130588.50  -21088.49910 -0.495080398
## 1333 149043.70  -25043.69596 -0.5426485415 130588.50   -6588.49910 -0.154673727
## 1334 157911.82  -51011.81560 -1.1053275594 173366.58  -66466.58444 -1.560390946
## 1335 200257.09  -35357.08687 -0.7661198112 173366.58   -8466.58444 -0.198764263
## 1336 120111.46   -1111.45564 -0.0240830980 130588.50  -11588.49910 -0.272055338
## 1337 143279.42  -23279.41820 -0.5044200485 173366.58  -53366.58444 -1.252851126
## 1338 180858.08  -23858.07516 -0.5169584278 173366.58  -16366.58444 -0.384227208
## 1339 163676.09  -58676.09336 -1.2713976617 173366.58  -68366.58444 -1.604995958
## 1340 127205.95  -14205.95135 -0.3078155395 173366.58  -60366.58444 -1.417185381
## 1341 149708.80  -34708.80493 -0.7520727933 130588.50  -15588.49910 -0.365960626
## 1343 140840.69  -17840.68530 -0.3865732067  87810.41   35189.58623  0.826122061
## 1345 189282.79  -26382.78882 -0.5716640984 130588.50   32311.50090  0.758555203
## 1347 225752.93 -102252.93083 -2.2156235991 130588.50   -7088.49910 -0.166411888
## 1349 165893.12  -37893.12327 -0.8210708240 173366.58  -45366.58444 -1.065040550
## 1350  72556.16   -4056.16408 -0.0878892448  87810.41  -19310.41377 -0.453337494
## 1352 219766.95  -12766.95007 -0.2766351599 173366.58   33633.41556  0.789588897
## 1353 216663.11  -32663.10820 -0.7077464945 216144.67  -32144.66977 -0.754638622
## 1354 205134.55  -42634.55267 -0.9238084451 173366.58  -10866.58444 -0.255107437
## 1355 181744.89  -36744.88713 -0.7961907635 130588.50   14411.50090  0.338329037
## 1356 107806.94   22193.06036  0.4808807715 173366.58  -43366.58444 -1.018087905
## 1357 234842.75  -74842.75346 -1.6216979742 173366.58  -13366.58444 -0.313798242
## 1359 193273.44  -65773.44265 -1.4251835186 173366.58  -45866.58444 -1.076778711
## 1360 100047.33   -6197.33496 -0.1342842839 173366.58  -79516.58444 -1.866756950
## 1363 159907.14  -39907.14252 -0.8647107327 130588.50  -10588.49910 -0.248579016
## 1364 130198.94   -2698.94173 -0.0584808567 173366.58  -45866.58444 -1.076778711
## 1365 151925.83  -24925.83484 -0.5400947186 173366.58  -46366.58444 -1.088516872
## 1367 106365.87   18634.12980  0.4037656172 130588.50   -5588.49910 -0.131197405
## 1369  99049.67  -14049.67150 -0.3044292568 130588.50  -45588.49910 -1.070250290
## 1370 163897.80  -81522.79635 -1.7664416072  45032.33   37342.67157  0.876668586
## 1371 177754.23  -42754.23329 -0.9264016930 173366.58  -38366.58444 -0.900706295
## 1373 149154.55  -15154.54746 -0.3283697856 130588.50    3411.50090  0.080089494
## 1374 155805.64  -20805.63718 -0.4508179899 130588.50    4411.50090  0.103565816
## 1376 165117.16  -37617.16280 -0.8150912934 130588.50   -3088.49910 -0.072506600
## 1378 130198.94    -698.94173 -0.0151447179 130588.50   -1088.49910 -0.025553956
## 1379 136406.63   21093.37452  0.4570527026 173366.58  -15866.58444 -0.372489047
## 1381 124878.07   20121.93005  0.4360033764 130588.50   14411.50090  0.338329037
## 1382 114014.62   15985.37661  0.3463722494 130588.50    -588.49910 -0.013815795
## 1383 129533.83   23466.16724  0.5084665398 173366.58  -20366.58444 -0.478132497
## 1384 133857.04  -13857.04108 -0.3002553275 130588.50  -10588.49910 -0.248579016
## 1385 139732.17   12267.82966  0.2658201842 130588.50   21411.50090  0.502663292
## 1388 126429.99  -46429.99088 -1.0060482636 130588.50  -50588.49910 -1.187631900
## 1389 151039.02   -1689.02288 -0.0365978649 130588.50   18761.50090  0.440451038
## 1390 121330.82   23569.17791  0.5106985820 130588.50   14311.50090  0.335981405
## 1391 146604.96   38395.03694  0.8319463241 173366.58   11633.41556  0.273109811
## 1392 168221.00   -3221.00468 -0.0697929528 130588.50   34411.50090  0.807855479
## 1393 153699.46   81300.54123  1.7616257677 173366.58   61633.41556  1.446925917
## 1395  89405.59   18594.40860  0.4029049356 130588.50  -22588.49910 -0.530294881
## 1398 115123.14   28876.86165  0.6257058417 130588.50   13411.50090  0.314852715
## 1399 158022.67   14977.33291  0.3245298885 173366.58    -366.58444 -0.008606054
## 1400 239055.11  -47055.11029 -1.0195933942 216144.67  -24144.66977 -0.566828045
## 1401 183851.07   61148.93446  1.3249793542 216144.67   28855.33023  0.677417027
## 1404 165338.87   11661.13420  0.2526742650 173366.58    3633.41556  0.085299234
## 1405 134522.15   -8922.15005 -0.1933257663 216144.67  -90544.66977 -2.125655833
## 1406 136184.92   18815.07751  0.4076864049 173366.58  -18366.58444 -0.431179852
## 1407 276301.21  -36301.21276 -0.7865771966 173366.58   66633.41556  1.564307527
## 1409 200478.79  -15478.78986 -0.3353954926 173366.58   11633.41556  0.273109811
## 1410 248588.34  -13588.33890 -0.2944330699 173366.58   61633.41556  1.446925917
## 1411 182188.29  -22288.29311 -0.4829442813 130588.50   29311.50090  0.688126237
## 1412 110689.08  -11089.07853 -0.2402789228 130588.50  -30988.49910 -0.727495987
## 1413 155583.93  -21083.93419 -0.4568481488 173366.58  -38866.58444 -0.912444456
## 1414 166447.38  -47447.38075 -1.0280931378 130588.50  -11588.49910 -0.272055338
## 1415 164230.35  -56730.35084 -1.2292371778 130588.50  -23088.49910 -0.542033042
## 1416 143944.53  -18944.52717 -0.4104913290 130588.50   -5588.49910 -0.131197405
## 1417 136406.63  -57406.62548 -1.2438907435 173366.58  -94366.58444 -2.215380333
## 1418 138069.40  -43069.39791 -0.9332307019 130588.50  -35588.49910 -0.835487069
## 1419 273086.52  -10806.51940 -0.2341564120 216144.67   46135.33023  1.083087873
## 1420 326849.49  -66849.49470 -1.4484994889 173366.58   86633.41556  2.033833970
## 1421 195157.92   31342.08192  0.6791224055 216144.67   10355.33023  0.243105068
## 1422 258786.68  -33786.67648 -0.7320920500 216144.67    8855.33023  0.207890585
## 1423 240717.88  -11717.88272 -0.2539038957 216144.67   12855.33023  0.301795873
## 1425 193938.55   54561.44837  1.1822412486 258922.76  -10422.75511 -0.244687956
## 1428 247368.97  -19368.97245 -0.4196882387 216144.67   11855.33023  0.278319551
## 1429 182410.00   42590.00390  0.9228431593 258922.76  -33922.75511 -0.796381526
## 1430 197042.39   -2042.39350 -0.0442547241 173366.58   21633.41556  0.507873032
## 1431 202030.71   -2030.71080 -0.0440015824 173366.58   26633.41556  0.625254643
## 1432 124656.37   30343.63304  0.6574879459 130588.50   24411.50090  0.573092258
## 1433 136739.18    7260.82004  0.1573279523 130588.50   13411.50090  0.314852715
## 1434 124656.37   20343.63304  0.4408072522 130588.50   14411.50090  0.338329037
## 1435 172100.81   53900.19298  1.1679131209 216144.67    9856.33023  0.231390383
## 1436 211231.38    4468.61508  0.0968262615 173366.58   42333.41556  0.993832900
## 1437 198040.06    9459.94304  0.2049787021 216144.67   -8644.66977 -0.202945052
## 1439 206021.36  -18021.36463 -0.3904881791 216144.67  -28144.66977 -0.660733333
## 1440 178862.75   12137.25176  0.2629908131 216144.67  -25144.66977 -0.590304367
## 1441 180525.52   40474.47932  0.8770038260 216144.67    4855.33023  0.113985296
## 1442 213559.27   17940.73367  0.3887410619 216144.67   15355.33023  0.360486679
## 1443 216995.66   18004.33731  0.3901192300 216144.67   18855.33023  0.442653806
## 1444 212894.16   10605.84265  0.2298081343 216144.67    7355.33023  0.172676102
## 1445 118892.09   11357.91081  0.2461039994 130588.50    -338.49910 -0.007946714
## 1446 124102.11   25797.89052  0.5589904816 130588.50   19311.50090  0.453363016
## 1447 145053.04   12946.95788  0.2805355815 130588.50   27411.50090  0.643521225
## 1448 128647.02   18352.97921  0.3976736267 173366.58  -26366.58444 -0.618990429
## 1451 117340.17   -7340.16826 -0.1590472750 130588.50  -20588.49910 -0.483342237
## 1452 110689.08   16310.92147  0.3534261781 130588.50   -3588.49910 -0.084244761
## 1453 101377.55   23522.44709  0.5096860155 130588.50   -5688.49910 -0.133545037
## 1454 213891.82   16108.17919  0.3490331442 258922.76  -28922.75511 -0.678999915
## 1455 240052.77   -3052.77374 -0.0661477133 258922.76  -21922.75511 -0.514665661
## 1456 221651.43   13348.57450  0.2892378384 216144.67   18855.33023  0.442653806
## 1457 254463.47  -23963.46816 -0.5192420905 216144.67   14355.33023  0.337010356
## 1458 220210.36    9789.64395  0.2121226842 258922.76  -28922.75511 -0.678999915
## 1459 240052.77  -17552.77374 -0.3803347192 216144.67    6355.33023  0.149199780
## 1460 265770.32   21229.67931  0.4600061640 258922.76   28077.24489  0.659150445
## 1461 230741.25   43258.75188  0.9373336368 301700.84  -27700.84044 -0.650313853
## 1462 212894.16   87105.84265  1.8874154416 258922.76   41077.24489  0.964342633
## 1463 268763.31  -12863.31107 -0.2787231167 258922.76   -3022.75511 -0.070963173
## 1464 210898.83   14001.16957  0.3033783135 216144.67    8755.33023  0.205542953
## 1465 272864.82  -32864.81640 -0.7121171219 216144.67   23855.33023  0.560035417
## 1466 196709.84  -13709.83901 -0.2970657429 216144.67  -33144.66977 -0.778114944
## 1467 210455.42   -3455.42445 -0.0748723768 258922.76  -51922.75511 -1.218955324
## 1468 226418.04  -16418.03980 -0.3557472254 216144.67   -6144.66977 -0.144254247
## 1469 108915.45   27584.54540  0.5977038435 173366.58  -36866.58444 -0.865491812
## 1470 108915.45   36084.54540  0.7818824332 173366.58  -28366.58444 -0.665943074
## 1471 180414.67   28485.33082  0.6172221244 173366.58   35533.41556  0.834193910
## 1473 185181.28   28818.71651  0.6244459488 216144.67   -2144.66977 -0.050348958
## 1474 204469.44    4030.55630  0.0873343736 216144.67   -7644.66977 -0.179468730
## 1475 175093.80   11406.20260  0.2471503893 216144.67  -29644.66977 -0.695947817
## 1476 174096.13   35903.86606  0.7779674607 216144.67   -6144.66977 -0.144254247
## 1477 190280.45   -4380.45228 -0.0949159438 216144.67  -30244.66977 -0.710033610
## 1478 151704.13   28195.86815  0.6109500272 258922.76  -79022.75511 -1.855163653
## 1479 188285.13   30550.87464  0.6619784712 216144.67    2691.33023  0.063182535
## 1480 165782.27   27217.72822  0.5897556234 216144.67  -23144.66977 -0.543351723
## 1481 176313.16   12686.83615  0.2748992459 216144.67  -27144.66977 -0.637257011
## 1482 108915.45   40384.54540  0.8750551315 173366.58  -24066.58444 -0.564994888
## 1483 108915.45   32084.54540  0.6952101557 173366.58  -32366.58444 -0.759848362
## 1484 108915.45   40084.54540  0.8685547107 173366.58  -24366.58444 -0.572037785
## 1485 108915.45   35584.54540  0.7710483985 173366.58  -28866.58444 -0.677681235
## 1486 103151.18  -18151.17683 -0.3933009589 130588.50  -45588.49910 -1.070250290
## 1487 258786.68 -112886.67648 -2.4460363376 130588.50   15311.50090  0.359457727
## 1489 154142.86   -6642.86475 -0.1439380543 130588.50   16911.50090  0.397019842
## 1490 129422.98   35577.01874  0.7708853102 130588.50   34411.50090  0.807855479
## 1491 139843.02   -4843.02184 -0.1049389331 173366.58  -38366.58444 -0.900706295
## 1492 125321.48  -17321.47593 -0.3753229421 130588.50  -22588.49910 -0.530294881
## 1493 145829.00   -8329.00259 -0.1804734060  87810.41   49689.58623  1.166528732
## 1494 198483.46  -33083.46294 -0.7168547702 216144.67  -50744.66977 -1.191298213
## 1495 138734.51    8265.49312  0.1790972783 173366.58  -26366.58444 -0.618990429
## 1496 169883.78   -9383.77711 -0.2033283334 173366.58  -12866.58444 -0.302060081
## 1500 133746.19   14253.81041  0.3088525529 173366.58  -25366.58444 -0.595514107
## 1501 142614.31  -60614.30922 -1.3133950574  87810.41   -5810.41377 -0.136407145
## 1502 142614.31  -60614.30922 -1.3133950574  87810.41   -5810.41377 -0.136407145
## 1503 174539.54  -56539.53992 -1.2251026735  87810.41   30189.58623  0.708740451
## 1504 142614.31  -60114.30922 -1.3025610228  87810.41   -5310.41377 -0.124668984
## 1505 101820.96   -9920.95889 -0.2149680255  87810.41    4089.58623  0.096008444
## 1506 131640.01  -11640.01117 -0.2522165696 130588.50  -10588.49910 -0.248579016
## 1508 118005.28  -19005.27723 -0.4118076655  87810.41   11189.58623  0.262690331
## 1509 147935.18  -17435.18101 -0.3777867116 130588.50     -88.49910 -0.002077633
## 1510 177865.08  -42865.08478 -0.9288036309  87810.41   47189.58623  1.107837927
## 1511 169329.52  -33829.51963 -0.7330203784 130588.50    4911.50090  0.115303977
## 1513 158133.52  -50133.51859 -1.0862965589  87810.41   20189.58623  0.473977230
## 1514 110689.08  -12689.07853 -0.2749478338 130588.50  -32588.49910 -0.765058102
## 1515 110689.08  -43689.07853 -0.9466579845  45032.33   21967.67157  0.515720134
## 1516 205134.55  -69234.55267 -1.5001790905 130588.50    5311.50090  0.124694506
## 1517 179195.30  -39195.30273 -0.8492865388 173366.58  -33366.58444 -0.783324684
## 1518 211342.24  -31842.23642 -0.6899597878 130588.50   48911.50090  1.148262150
## 1519 202695.82  -66195.81977 -1.4343356152 173366.58  -36866.58444 -0.865491812
## 1520 172765.92   -4765.91599 -0.1032681984 216144.67  -48144.66977 -1.130259776
## 1522 303238.13 -114238.12616 -2.4753196432 130588.50   58411.50090  1.371287210
## 1524 160793.95  -15793.95448 -0.3422245014 173366.58  -28366.58444 -0.665943074
## 1526 201143.90  -24143.89883 -0.5231516749 173366.58    3633.41556  0.085299234
## 1527 155029.68   -7529.67672 -0.1631535575 173366.58  -25866.58444 -0.607252268
## 1528 102486.07  -11486.06786 -0.2488809153 173366.58  -82366.58444 -1.933664468
## 1529 182520.85   48479.15241  1.0504496376 258922.76  -27922.75511 -0.655523593
## 1531 192608.33  -54608.33368 -1.1832571627 173366.58  -35366.58444 -0.830277328
## 1532 181412.33  -32412.33264 -0.7023126723 216144.67  -67144.66977 -1.576309896
## 1533 198926.87  -10226.86892 -0.2215965053 173366.58   15333.41556  0.359972203
## 1535 167223.34  -57223.34122 -1.2399193275 130588.50  -20588.49910 -0.483342237
## 1536 135852.37  -31852.36800 -0.6901793196 173366.58  -69366.58444 -1.628472280
## 1540 254463.47    8936.53184  0.1936373920 216144.67   47255.33023  1.109381354
## 1542 196709.84   27290.16099  0.5913251015 173366.58   50633.41556  1.188686373
## 1543 129312.13  -12812.12977 -0.2776141166 173366.58  -56866.58444 -1.335018254
## 1544 187398.31  -36398.31339 -0.7886811798 173366.58  -22366.58444 -0.525085141
## 1545 116785.91    9214.08922  0.1996515245 173366.58  -47366.58444 -1.111993194
## 1546 135741.52  -15741.51650 -0.3410882717 173366.58  -53366.58444 -1.252851126
## 1547 103151.18  -48151.17683 -1.0433430402  87810.41  -32810.41377 -0.770267842
## 1548 105368.21   15131.79326  0.3278767461 173366.58  -52866.58444 -1.241112965
## 1549 101155.85   19344.15008  0.4191503860 130588.50  -10088.49910 -0.236840855
## 1550 147935.18  -28935.18101 -0.6269695095 130588.50  -11588.49910 -0.272055338
## 1552 116009.95  -16509.95031 -0.3577387487 130588.50  -31088.49910 -0.729843619
## 1553 231628.06  -66128.06009 -1.4328673937 130588.50   34911.50090  0.819593641
## 1562 197374.95   52625.05201  1.1402832780 216144.67   33855.33023  0.794798638
## 1563 197374.95   77625.05201  1.6819850124 258922.76   16077.24489  0.377434580
## 1564 240163.63   59836.37476  1.2965387195 216144.67   83855.33023  1.968614743
## 1565 202141.56   68858.43771  1.4920294054 258922.76   12077.24489  0.283529291
## 1566 216663.11   -3663.10820 -0.0793724826 216144.67   -3144.66977 -0.073825281
## 1567 138845.36   32154.64162  0.6967290055 173366.58   -2366.58444 -0.055558699
## 1568 156692.45   14807.55085  0.3208510391 173366.58   -1866.58444 -0.043820538
## 1572 181301.48   60198.51886  1.3043856829 216144.67   25355.33023  0.595249900
## 1574 185292.13  108707.86502  2.3554895610 258922.76   35077.24489  0.823484700
## 1577 174761.24   -2261.24291 -0.0489967683 130588.50   41911.50090  0.983927895
## 1578 169440.37   -1940.37113 -0.0420440962 130588.50   36911.50090  0.866546285
## 1580 180636.37  -30636.37217 -0.6638310376 173366.58  -23366.58444 -0.548561463
## 1582 154142.86   25857.13525  0.5602742004 173366.58    6633.41556  0.155728200
## 1584 174539.54   57960.46008  1.2558912701 258922.76  -26422.75511 -0.620309110
## 1585 200589.64   -5589.64136 -0.1211167367 173366.58   21633.41556  0.507873032
## 1586 265659.47   39340.53080  0.8524333507 258922.76   46077.24489  1.081724243
## 1587 206464.77   92286.22938  1.9996644208 258922.76   39828.24489  0.935020706
## 1592 146715.81   13784.18544  0.2986766865 173366.58  -12866.58444 -0.302060081
## 1594 130198.94   -6198.94173 -0.1343190995 130588.50   -6588.49910 -0.154673727
## 1595 159463.74  -44463.73654 -0.9634433280 130588.50  -15588.49910 -0.365960626
## 1596 178419.34  -48919.34226 -1.0599877020 130588.50   -1088.49910 -0.025553956
## 1597 124434.66  -19434.66397 -0.4211116471  87810.41   17189.58623  0.403548263
## 1598 124434.66  -29534.66397 -0.6399591478  87810.41    7089.58623  0.166437410
## 1599 143501.12    8998.87881  0.1949883304 130588.50   21911.50090  0.514401453
## 1600 135963.22  -37963.21949 -0.8225896738 173366.58  -75366.58444 -1.769330213
## 1601  84749.83   -3749.82859 -0.0812515460  87810.41   -6810.41377 -0.159883467
## 1602 124434.66  -11434.66397 -0.2477670921 130588.50  -17588.49910 -0.412913270
## 1603 105368.21   23131.79326  0.5012213011 130588.50   -2088.49910 -0.049030278
## 1604 117229.32    2270.68324  0.0492013220 130588.50  -11088.49910 -0.260317177
## 1605 105368.21   25131.79326  0.5445574398 130588.50     -88.49910 -0.002077633
## 1606 105368.21   32631.79326  0.7070679601 130588.50    7411.50090  0.173994782
## 1607 108582.90   25917.09989  0.5615735184 130588.50    3911.50090  0.091827655
## 1609 113460.37   24039.63409  0.5208924592 130588.50    6911.50090  0.162256621
## 1612 190834.71  -23534.70975 -0.5099517237 173366.58   -6066.58444 -0.142421090
## 1613 156470.75   10529.25384  0.2281486027 216144.67  -49144.66977 -1.153736098
## 1614 261336.26  -17336.26088 -0.3756433034 216144.67   27855.33023  0.653940705
## 1615 260671.15    7328.84810  0.1588019890 258922.76    9077.24489  0.213100325
## 1616 207019.03   17980.97191  0.3896129467 216144.67    8855.33023  0.207890585
## 1617 189171.94  -21171.93732 -0.4587550067 173366.58   -5366.58444 -0.125987665
## 1618 177865.08    -865.08478 -0.0187447171 173366.58    3633.41556  0.085299234
## 1619 192275.78  -23275.77920 -0.5043411984 173366.58   -4366.58444 -0.102511343
## 1620 168331.86   -6831.85617 -0.1480331335 173366.58  -11866.58444 -0.278583759
## 1621 198040.06   52959.94304  1.1475397200 258922.76   -7922.75511 -0.185997151
## 1622 202695.82  -42695.81977 -0.9251359849 173366.58  -13366.58444 -0.313798242
## 1624 187065.76   -8315.75891 -0.1801864409 216144.67  -37394.66977 -0.877889313
## 1625 153810.31   22189.68973  0.4808077366 216144.67  -40144.66977 -0.942449199
## 1626 269760.97  -65760.97453 -1.4249133584 173366.58   30633.41556  0.719159931
## 1627 146494.11   13505.88844  0.2926465276 216144.67  -56144.66977 -1.318070353
## 1628 178086.79  -18086.78777 -0.3919057723 216144.67  -56144.66977 -1.318070353
## 1629 179195.30  -15295.30273 -0.3314196807 216144.67  -52244.66977 -1.226512696
## 1630 196931.54  -28931.54201 -0.6268906593 173366.58   -5366.58444 -0.125987665
## 1632 135519.81   34480.18649  0.7471190729 258922.76  -88922.75511 -2.087579242
## 1634 145607.30   36392.70040  0.7885595570 258922.76  -76922.75511 -1.805863377
## 1635 161348.21   50651.78804  1.0975264573 258922.76  -46922.75511 -1.101573713
## 1637 296587.04   52677.96356  1.1414297691 258922.76   90342.24489  2.120903642
## 1644 174539.54    8360.46008  0.1811550290 173366.58    9533.41556  0.223809535
## 1647 178862.75   -2862.74824 -0.0620302275 216144.67  -40144.66977 -0.942449199
## 1648 199370.27   13629.72509  0.2953298289 216144.67   -3144.66977 -0.073825281
## 1649 228856.77  -36856.77270 -0.7986151079 216144.67  -24144.66977 -0.566828045
## 1650 233179.98  -43179.98103 -0.9356268245 216144.67  -26144.66977 -0.613780689
## 1651 239941.92  -44941.92225 -0.9738046892 173366.58   21633.41556  0.507873032
## 1652 129312.13   18687.87023  0.4049300687 173366.58  -25366.58444 -0.595514107
## 1653 145385.60    6114.40339  0.1324873168 173366.58  -21866.58444 -0.513346980
## 1654 206132.22   -9132.21613 -0.1978774927 216144.67  -19144.66977 -0.449446434
## 1655 164895.46   27454.54019  0.5948868815 173366.58   18983.41556  0.445660779
## 1657 150152.21   19847.78908  0.4300632709 173366.58   -3366.58444 -0.079035021
## 1658 179417.01   -4417.00572 -0.0957079864 130588.50   44411.50090  1.042618701
## 1659 208127.54  -33127.54305 -0.7178099010 173366.58    1633.41556  0.038346590
## 1660 229411.03  -31511.03018 -0.6827831880 216144.67  -18244.66977 -0.428317744
## 1661 161680.77   12319.23356  0.2669340073 216144.67  -42144.66977 -0.989401843
## 1662 222981.64  -44081.64344 -0.9551641083 173366.58    5533.41556  0.129904246
## 1663 137847.69    1152.30508  0.0249682265 130588.50    8411.50090  0.197471104
## 1664 123658.70   19591.29650  0.4245055718 173366.58  -30116.58444 -0.707026637
## 1665 178862.75    5137.25176  0.1113143275 216144.67  -32144.66977 -0.754638622
## 1667 116231.65   16768.34670  0.3633376996 130588.50    2411.50090  0.056613172
## 1668 120222.31    -722.30714 -0.0156510012 130588.50  -11088.49910 -0.260317177
## 1669 111575.89   11424.10951  0.2475383974  87810.41   35189.58623  0.826122061
## 1670 110023.97     -23.96955 -0.0005193740  87810.41   22189.58623  0.520929874
## 1671 116231.65   11768.34670  0.2549973527  87810.41   40189.58623  0.943503672
## 1672 110689.08    9810.92147  0.2125837271  87810.41   32689.58623  0.767431256
## 1673  99936.48   33063.51653  0.7164225701 216144.67  -83144.66977 -1.951931050
## 1674 163121.84   -8121.83589 -0.1759845034 173366.58  -18366.58444 -0.431179852
## 1675 163121.84   13878.16411  0.3007130228 173366.58    3633.41556  0.085299234
## 1676 135963.22  -22463.21949 -0.4867345984 173366.58  -59866.58444 -1.405447220
## 1677 149930.51  -36930.50792 -0.8002128078 173366.58  -60366.58444 -1.417185381
## 1678 149930.51  -36230.50792 -0.7850451592 173366.58  -59666.58444 -1.400751956
## 1679 159242.03  -53242.03354 -1.1536520766 130588.50  -24588.49910 -0.577247525
## 1681 121109.12    6890.88090  0.1493120854 173366.58  -45366.58444 -1.065040550
## 1682 186511.50  -31511.50143 -0.6827933992 173366.58  -18366.58444 -0.431179852
## 1683 131861.71   10638.28584  0.2305111156 216144.67  -73644.66977 -1.728905990
## 1684 124434.66    4815.33603  0.1043390353 130588.50   -1338.49910 -0.031423036
## 1698 307893.89   72106.11103  1.5624002162 301700.84   78299.15956  1.838176291
## 1699 196044.73   53955.26996  1.1691065327 258922.76   -8922.75511 -0.209473473
## 1704 289049.13   27950.86526  0.6056412875 258922.76   58077.24489  1.363440109
## 1708 342590.41    -590.40706 -0.0127929811 258922.76   83077.24489  1.950348161
## 1709 288494.88   65505.12273  1.4193695439 258922.76   95077.24489  2.232064027
## 1710 279294.20   70705.79686  1.5320581116 258922.76   91077.24489  2.138158738
## 1711 278074.84    6925.16331  0.1500549190 258922.76   26077.24489  0.612197801
## 1713 193827.70   51872.29987  1.1239725923 216144.67   29555.33023  0.693850453
## 1714 205688.81   27009.18985  0.5852369995 258922.76  -26224.75511 -0.615660798
## 1716 165893.12   28806.87673  0.6241894034 173366.58   21333.41556  0.500830135
## 1718 159242.03   40757.96646  0.8831464448 173366.58   26633.41556  0.625254643
## 1719 165893.12   41106.87673  0.8907066568 173366.58   33633.41556  0.789588897
## 1720 187176.61   22323.38960  0.4837047545 258922.76  -49422.75511 -1.160264519
## 1721 187176.61   22323.38960  0.4837047545 258922.76  -49422.75511 -1.160264519
## 1722 166779.94   35720.06476  0.7739848414 258922.76  -56422.75511 -1.324598774
## 1723 189726.19   90273.80520  1.9560590740 301700.84  -21700.84044 -0.509455920
## 1724 187952.57   89547.42913  1.9403199068 301700.84  -24200.84044 -0.568146726
## 1727 170659.74   29340.26242  0.6357468417 216144.67  -16144.66977 -0.379017468
## 1729 185181.28   -9181.28349 -0.1989406875 173366.58    2633.41556  0.061822912
## 1734 161902.47   41097.53056  0.8905041435 173366.58   29633.41556  0.695683609
## 1744 191056.41   35443.58725  0.7679941076 258922.76  -32422.75511 -0.761167043
## 1746 184516.17   74483.82549  1.6139206981 216144.67   42855.33023  1.006085537
## 1747 138956.21   49543.79013  1.0735182817 216144.67  -27644.66977 -0.648995172
## 1748 167223.34    7776.65878  0.1685051820 216144.67  -41144.66977 -0.965925521
## 1749 232071.47  -17071.46607 -0.3699057112 216144.67   -1144.66977 -0.026872636
## 1751 205577.96  -22077.95865 -0.4783867398 216144.67  -32644.66977 -0.766376783
## 1752 169440.37   -3940.37113 -0.0853802350 216144.67  -50644.66977 -1.188950581
## 1753 230852.10  -19852.09962 -0.4301566718 216144.67   -5144.66977 -0.120777925
## 1755 236062.12  -16562.11991 -0.3588691632 216144.67    3355.33023  0.078770813
## 1756 197485.80  -22485.79948 -0.4872238632 173366.58    1633.41556  0.038346590
## 1757 173431.02   -3431.02496 -0.0743436870 216144.67  -46144.66977 -1.083307131
## 1758 161237.36     762.63954  0.0165249264 216144.67  -54144.66977 -1.271117708
## 1759 202252.41  -15252.41379 -0.3304903601 173366.58   13633.41556  0.320062455
## 1760 197153.24  -12153.24500 -0.2633373557 173366.58   11633.41556  0.273109811
## 1763 268209.05  -20209.05359 -0.4378911753 258922.76  -10922.75511 -0.256426117
## 1766 301131.95   21368.05225  0.4630044386 258922.76   63577.24489  1.492559880
## 1767 279294.20  -27294.20314 -0.5914126873 216144.67   35855.33023  0.841751282
## 1769 238057.45   31732.55317  0.6875831637 216144.67   53645.33023  1.259395052
## 1770 280735.27   35014.72742  0.7587015429 216144.67   99605.33023  2.338366817
## 1772 295478.52   -5478.52148 -0.1187089835 258922.76   31077.24489  0.729579411
## 1774 259008.38    3991.62053  0.0864907106 258922.76    4077.24489  0.095718714
## 1775 296254.48   33745.51805  0.7312002263 258922.76   71077.24489  1.668632296
## 1778 226085.49   93914.51469  2.0349462196 301700.84   18299.15956  0.429596964
## 1779 177199.98  105722.02419  2.2907921547 258922.76   23999.24489  0.563414004
## 1780 184959.58   30040.41951  0.6509178940 258922.76  -43922.75511 -1.031144747
## 1782 196266.43   58733.56697  1.2726430038 258922.76   -3922.75511 -0.092091863
## 1787 190945.56   36054.43875  0.7812300802 258922.76  -31922.75511 -0.749428882
## 1788 185402.99   74597.01352  1.6163732643 258922.76    1077.24489  0.025289748
## 1790 181855.74   67144.26138  1.4548865138 216144.67   32855.33023  0.771322316
## 1791 202695.82  104304.18023  2.2600702135 258922.76   48077.24489  1.128676887
## 1792 234066.79   15933.20701  0.3452418349 216144.67   33855.33023  0.794798638
## 1793 217771.62    3528.37685  0.0764531143 258922.76  -37622.75511 -0.883243918
## 1798 232071.47   37928.53393  0.8218381045 258922.76   11077.24489  0.260052969
## 1801 198483.46   51216.53706  1.1097634782 258922.76   -9222.75511 -0.216516370
## 1804 201698.16   51301.84369  1.1116119082 258922.76   -5922.75511 -0.139044507
## 1806 288273.17   51726.82572  1.1208204484 258922.76   81077.24489  1.903395517
## 1808 141616.65    5383.35424  0.1166468931 216144.67  -69144.66977 -1.623262540
## 1809 136184.92   12815.07751  0.2776779886 130588.50   18411.50090  0.432234326
## 1810 179638.71    1361.29129  0.0294965541 216144.67  -35144.66977 -0.825067588
## 1811 205688.81   -4688.81015 -0.1015974636 173366.58   27633.41556  0.648730965
## 1812 216663.11  -24913.10820 -0.5398189568 173366.58   18383.41556  0.431574985
## 1813 164452.05   14547.94617  0.3152259069 216144.67  -37144.66977 -0.872020232
## 1814 180525.52   34474.47932  0.7469954097 216144.67   -1144.66977 -0.026872636
## 1815 189504.49  -10304.49181 -0.2232784434 173366.58    5833.41556  0.136947143
## 1816 155251.38  -27251.37971 -0.5904847861 173366.58  -45366.58444 -1.065040550
## 1817 112906.11   31093.89156  0.6737445996 130588.50   13411.50090  0.314852715
## 1819 114014.62    6735.37661  0.1459426076 130588.50   -9838.49910 -0.230971774
## 1820 122439.34   10060.66295  0.2179951428 130588.50    1911.50090  0.044875011
## 1821 132083.42     -83.41715 -0.0018074887 130588.50    1411.50090  0.033136850
## 1822 125654.03    6845.96958  0.1483389439 130588.50    1911.50090  0.044875011
## 1823 139067.06  -10067.06137 -0.2181337841  87810.41   41189.58623  0.966979994
## 1825 130198.94   14801.05827  0.3207103574 130588.50   14411.50090  0.338329037
## 1826 124434.66    4065.33603  0.0880879832 130588.50   -2088.49910 -0.049030278
## 1827 114901.44   10598.56465  0.2296504340 130588.50   -5088.49910 -0.119459244
## 1828 292374.68    7625.32039  0.1652259713 216144.67   83855.33023  1.968614743
## 1829 255128.58   38871.42287  0.8422686875 216144.67   77855.33023  1.827756811
## 1830 129866.39    -866.38724 -0.0187729389 130588.50   -1588.49910 -0.037292117
## 1833 326406.09  -24406.08872 -0.5288328236 258922.76   43077.24489  1.011295277
## 1835 167666.75   46333.25280  1.0039521361 258922.76  -44922.75511 -1.054621069
## 1843 181301.48   -4801.48114 -0.1040388265 173366.58    3133.41556  0.073561073
## 1844 176534.87    -534.86684 -0.0115895318 173366.58    2633.41556  0.061822912
## 1845 182520.85  -14020.84759 -0.3038046984 173366.58   -4866.58444 -0.114249504
## 1846 189282.79  -12282.78882 -0.2661443202 173366.58    3633.41556  0.085299234
## 1847 183961.92   -6961.91703 -0.1508513013 173366.58    3633.41556  0.085299234
## 1848 137071.73   11728.26555  0.2541288716 216144.67  -67344.66977 -1.581005160
## 1849 174650.39    -650.39142 -0.0140927263 258922.76  -84922.75511 -1.993673954
## 1850 231073.80    7926.19739  0.1717453949 216144.67   22855.33023  0.536559094
## 1851 165449.72   38550.28271  0.8353102002 216144.67  -12144.66977 -0.285112180
## 1852 241937.25   59062.75083  1.2797757826 258922.76   42077.24489  0.987818955
## 1853 276744.62   35755.38125  0.7747500816 258922.76   53577.24489  1.257796659
## 1854 180525.52   99174.47932  2.1489194984 258922.76   20777.24489  0.487773294
## 1855 276744.62  -21744.61875 -0.4711639076 216144.67   38855.33023  0.912180248
## 1856 173652.73   20347.27204  0.4408861023 130588.50   63411.50090  1.488668821
## 1857 174206.99   43793.01457  0.9489100778 130588.50   87411.50090  2.052100551
## 1858 158466.07   55283.92692  1.1978959640 258922.76  -45172.75511 -1.060490150
## 1859 220542.91  -33542.91054 -0.7268101127 173366.58   13633.41556  0.320062455
## 1860 154807.97   26692.02627  0.5783646771 173366.58    8133.41556  0.190942684
## 1863 228745.92   -2745.92121 -0.0594988112 216144.67    9855.33023  0.231366907
## 1864 142614.31     835.69078  0.0181078057 173366.58  -29916.58444 -0.702331373
## 1865 282176.34  -42126.34202 -0.9127965016 173366.58   66683.41556  1.565481343
## 1866 134854.70   27645.29546  0.5990201800 173366.58  -10866.58444 -0.255107437
## 1867 158466.07    5533.92692  0.1199095125 173366.58   -9366.58444 -0.219892953
## 1868 193384.29   -8384.29415 -0.1816714673 216144.67  -31144.66977 -0.731162300
## 1869 191610.67   -3110.67022 -0.0674022182 216144.67  -27644.66977 -0.648995172
## 1870 244930.24   10069.76045  0.2181922681 216144.67   38855.33023  0.912180248
## 1871 201143.90  -64238.89883 -1.3919329166 130588.50    6316.50090  0.148288210
## 1872 136074.07   22425.92901  0.4859265856 173366.58  -14866.58444 -0.349012725
## 1873 152590.94   22909.05618  0.4963950187 216144.67  -40644.66977 -0.954187360
## 1874 131529.16   -4529.15968 -0.0981381461 173366.58  -46366.58444 -1.088516872
## 1875 137625.99  -10625.99193 -0.2302447303 130588.50   -3588.49910 -0.084244761
## 1876 149487.10   -6487.10194 -0.1405629749 130588.50   12411.50090  0.291376393
## 1877 133857.04   22142.95892  0.4797951701 130588.50   25411.50090  0.596568580
## 1879 206464.77  -87464.77062 -1.8951927177 130588.50  -11588.49910 -0.272055338
## 1880 150595.62  -47595.61690 -1.0313051289  87810.41   15189.58623  0.356595619
## 1882 121109.12   30390.88090  0.6585117157 173366.58  -21866.58444 -0.513346980
## 1883 132970.23   -6470.22912 -0.1401973734 130588.50   -4088.49910 -0.095982922
## 1884 141062.39    3937.61171  0.0853204438 173366.58  -28366.58444 -0.665943074
## 1885 116009.95    3990.04969  0.0864566735 130588.50  -10588.49910 -0.248579016
## 1887 112684.41   -6184.40545 -0.1340041262 130588.50  -24088.49910 -0.565509364
## 1888 146494.11   -5994.11156 -0.1298808252 130588.50    9911.50090  0.232685588
## 1889 121774.23   15725.77193  0.3407471171 130588.50    6911.50090  0.162256621
## 1890 114014.62    3585.37661  0.0776881891 130588.50  -12988.49910 -0.304922189
## 1891 147935.18   15564.81899  0.3372595778 216144.67  -52644.66977 -1.235903225
## 1892 130420.64   30579.35528  0.6625955917 173366.58  -12366.58444 -0.290321920
## 1894 253687.51  -29187.50769 -0.6324369415 173366.58   51133.41556  1.200424534
## 1895 167223.34  -20223.34122 -0.4382007605 173366.58  -26366.58444 -0.618990429
## 1896 198040.06    1959.94304  0.0424681818 173366.58   26633.41556  0.625254643
## 1897 173320.17    8579.82653  0.1859082765 173366.58    8533.41556  0.200333212
## 1898 162013.32  -11263.32093 -0.2440544193 130588.50   20161.50090  0.473317889
## 1899 150595.62  -48795.61690 -1.0573068122  87810.41   13989.58623  0.328424033
## 1900 118226.98    5773.01978  0.1250901931 173366.58  -49366.58444 -1.158945838
## 1901 115566.54   22933.45567  0.4969237085 130588.50    7911.50090  0.185732943
## 1903  88740.48  -24240.48242 -0.5252444549  45032.33   19467.67157  0.457029328
## 1904  89183.89  -25183.88840 -0.5456862411  45032.33   18967.67157  0.445291167
## 1905 104481.39    7518.60522  0.1629136595 130588.50  -18588.49910 -0.436389593
## 1906 234066.79  -69066.79299 -1.4965440621 173366.58   -8366.58444 -0.196416631
## 1907 142392.61    1607.39377  0.0348291197 130588.50   13411.50090  0.314852715
## 1908 227748.26  -90748.25775 -1.9663395446 130588.50    6411.50090  0.150518460
## 1909 167445.04  -62445.04421 -1.3530635501 130588.50  -25588.49910 -0.600723847
## 1910 197153.24  -50653.24500 -1.0975580267 130588.50   15911.50090  0.373543520
## 1911 187841.72  -61841.71938 -1.3399906658 130588.50   -4588.49910 -0.107721083
## 1912 156803.30   18196.69936  0.3942873441 130588.50   44411.50090  1.042618701
## 1913 153921.16    4578.83824  0.0992145846 173366.58  -14866.58444 -0.349012725
## 1914 116009.95   -1509.95031 -0.0327177081 130588.50  -16088.49910 -0.377698787
## 1915 183851.07  -39851.06554 -0.8634956528 130588.50   13411.50090  0.314852715
## 1917 118670.39   22329.61380  0.4838396209 173366.58  -32366.58444 -0.759848362
## 1918 126651.69    4348.30613  0.0942193988 130588.50     411.50090  0.009660528
## 1919 131640.01   10459.98883  0.2266477636 130588.50   11511.50090  0.270247703
## 1920 131972.57    7027.43434  0.1522709349 130588.50    8411.50090  0.197471104
## 1921 174761.24  -16861.24291 -0.3653505812 173366.58  -15466.58444 -0.363098518
## 1922 131972.57    7427.43434  0.1609381626 130588.50    8811.50090  0.206861633
## 1923 152812.65   -2812.64681 -0.0609446261 173366.58  -23366.58444 -0.548561463
## 1924 141727.50  -21727.49726 -0.4707929180 130588.50  -10588.49910 -0.248579016
## 1925 205688.81  -30838.81015 -0.6682174778 173366.58    1483.41556  0.034825142
## 1926 117118.47   -1118.46526 -0.0242349829 130588.50  -14588.49910 -0.342484304
## 1927 131085.75    3914.24631  0.0848141605 130588.50    4411.50090  0.103565816
## 1928 198594.31  -35094.31444 -0.7604260399 173366.58   -9866.58444 -0.231631114
## 1929 171324.85  -41324.84655 -0.8954296420 130588.50    -588.49910 -0.013815795
## 1930 149708.80  -20208.80493 -0.4378857873 130588.50   -1088.49910 -0.025553956
## 1931 142836.01    -836.01221 -0.0181147707 130588.50   11411.50090  0.267900071
## 1932 187841.72  -59241.71938 -1.2836536854 130588.50   -1988.49910 -0.046682645
## 1933 120000.60    4999.39585  0.1083272562 173366.58  -48366.58444 -1.135469516
## 1934 130198.94    5801.05827  0.1256977330 173366.58  -37366.58444 -0.877229973
## 1935 126651.69    7848.30613  0.1700576416 130588.50    3911.50090  0.091827655
## 1936 117451.02    9548.98025  0.2069079665 130588.50   -3588.49910 -0.084244761
## 1938 185624.69  -70624.68947 -1.5303006711  87810.41   27189.58623  0.638311485
## 1939 117451.02    -551.01975 -0.0119395342 130588.50  -13688.49910 -0.321355614
## 1940 117783.57   14216.42576  0.3080424997 130588.50    1411.50090  0.033136850
## 1942 117340.17   -4840.16826 -0.1048771015 130588.50  -18088.49910 -0.424651432
## 1943 186068.10  -48068.09545 -1.0415428270  87810.41   50189.58623  1.178266893
## 1944 113903.77   21096.22810  0.4571145341 130588.50    4411.50090  0.103565816
## 1945 149708.80    6291.19507  0.1363180512 130588.50   25411.50090  0.596568580
## 1947 129533.83  -20533.83276 -0.4449285127 130588.50  -21588.49910 -0.506818559
## 1948 112684.41   -9484.40545 -0.2055087552  87810.41   15389.58623  0.361290884
## 1950 122217.63  -57717.63406 -1.2506296990  87810.41  -23310.41377 -0.547242782
## 1951 184959.58  -36959.58049 -0.8008427543 130588.50   17411.50090  0.408758004
## 1953 197929.21  -25929.20546 -0.5618358229 216144.67  -44144.66977 -1.036354487
## 1955 120444.01    8055.98987  0.1745577474 173366.58  -44866.58444 -1.053302388
## 1957 117340.17    5559.83174  0.1204708200 130588.50   -7688.49910 -0.180497682
## 1958 134854.70  -15654.70454 -0.3392072240 173366.58  -54166.58444 -1.271632184
## 1959 219545.25  -76545.24708 -1.6585877242 173366.58  -30366.58444 -0.712895718
## 1960 124434.66   -5434.66397 -0.1177586758 130588.50  -11588.49910 -0.272055338
## 1962 110689.08   18310.92147  0.3967623168 130588.50   -1588.49910 -0.037292117
## 1963 140618.98   -5618.98230 -0.1217524984 130588.50    4411.50090  0.103565816
## 1964 130198.94   21801.05827  0.4723868431 130588.50   21411.50090  0.502663292
## 1965 144609.64   -4609.63614 -0.0998819157 130588.50    9411.50090  0.220947427
## 1966 152590.94    -590.94382 -0.0128046116 130588.50   21411.50090  0.502663292
## 1967 167555.90  -11055.89570 -0.2395599151 130588.50   25911.50090  0.608306741
## 1968 214446.08  -73446.07829 -1.5914347198 130588.50   10411.50090  0.244423749
## 1969 117451.02  -18451.01975 -0.3997979760 130588.50  -31588.49910 -0.741581780
## 1970 220099.50  -33099.50456 -0.7172023611 173366.58   13633.41556  0.320062455
## 1971 215776.30  -46276.29624 -1.0027179973 130588.50   38911.50090  0.913498929
## 1972 110689.08   14810.92147  0.3209240740 130588.50   -5088.49910 -0.119459244
## 1973 118670.39   11329.61380  0.2454908578 130588.50    -588.49910 -0.013815795
## 1974 121330.82  -18330.82209 -0.3971935248 130588.50  -27588.49910 -0.647676492
## 1976 158576.92  -31076.92457 -0.6733769576 173366.58  -45866.58444 -1.076778711
## 1977 128203.61  -38703.61481 -0.8386326109 130588.50  -41088.49910 -0.964606840
## 1978 118670.39   21329.61380  0.4621715516 130588.50    9411.50090  0.220947427
## 1979 122106.78  -22206.78256 -0.4811781051 130588.50  -30688.49910 -0.720453090
## 1980 130974.90  -30974.90220 -0.6711663298  87810.41   12189.58623  0.286166653
## 1981 133746.19   -3746.18959 -0.0811726958 130588.50    -588.49910 -0.013815795
## 1982 145053.04  -10053.04212 -0.2178300142 130588.50    4411.50090  0.103565816
## 1983 146050.71  -26050.70558 -0.5644684959  45032.33   74967.67157  1.759965206
## 1985 141394.94  -56394.94277 -1.2219695325  87810.41   -2810.41377 -0.065978179
## 1986 121330.82  -12830.82209 -0.2780191433  87810.41   20689.58623  0.485715391
## 1987 214224.38  -77224.37530 -1.6733031215  87810.41   49189.58623  1.154790571
## 1988 110910.78    -410.78152 -0.0089008424 130588.50  -20088.49910 -0.471604076
## 1989 122217.63  -22217.63406 -0.4814132361 130588.50  -30588.49910 -0.718105458
## 1990 211342.24  -26442.23642 -0.5729522131 258922.76  -74022.75511 -1.737782043
## 1992 178086.79  -53086.78777 -1.1502882005 130588.50   -5588.49910 -0.131197405
## 1993 151482.43  -37482.42886 -0.8121718690 130588.50  -16588.49910 -0.389436948
## 1995 197818.35  -53718.35397 -1.1639730206 173366.58  -29266.58444 -0.687071763
## 2000 194049.40  -42049.40312 -0.9111293841 173366.58  -21366.58444 -0.501608819
## 2003 153256.05  -66256.05279 -1.4356407484 130588.50  -43588.49910 -1.023297645
## 2004 122217.63  -17717.63406 -0.3839069239  87810.41   16689.58623  0.391810102
## 2007 173985.28  -45735.28244 -0.9909952729 130588.50   -2338.49910 -0.054899358
## 2009 196155.58   13844.41846  0.2999818197 173366.58   36633.41556  0.860017864
## 2010 156138.19  -21138.19167 -0.4580238036 130588.50    4411.50090  0.103565816
## 2011 151482.43  -23482.42886 -0.5088188977 173366.58  -45366.58444 -1.065040550
## 2012 149930.51  -18930.50792 -0.4101875590 173366.58  -42366.58444 -0.994611583
## 2013 112906.11      93.89156  0.0020344489 130588.50  -17588.49910 -0.412913270
## 2014 171103.14  -45103.14356 -0.9772980437 173366.58  -47366.58444 -1.111993194
## 2015 161459.06  -29459.06345 -0.6383210307 130588.50    1411.50090  0.033136850
## 2016 172987.62  -41237.61898 -0.8935395890 130588.50    1161.50090  0.027267769
## 2017 156914.15  -24414.15214 -0.5290075423 130588.50    1911.50090  0.044875011
## 2018 182631.70  -45131.69909 -0.9779167869 130588.50    6911.50090  0.162256621
## 2019 109580.56   22419.43643  0.4857859039 216144.67  -84144.66977 -1.975407372
## 2020 166447.38  -38947.38075 -0.8439145481 173366.58  -45866.58444 -1.076778711
## 2021 124212.96  -22212.96097 -0.4813119795 173366.58  -71366.58444 -1.675424924
## 2022 265881.17  -65881.17219 -1.4275178096 173366.58   26633.41556  0.625254643
## 2023 217106.51  -36606.51418 -0.7931924889 173366.58    7133.41556  0.167466361
## 2024 167445.04   -2445.04421 -0.0529793876 173366.58   -8366.58444 -0.196416631
## 2025 160793.95  -70793.95448 -1.5339683171 130588.50  -40588.49910 -0.952868679
## 2026 169662.07  -16087.07412 -0.3485758381 173366.58  -19791.58444 -0.464633611
## 2027 163897.80  -23897.79635 -0.5178191093 216144.67  -76144.66977 -1.787596795
## 2029 144942.19  -31942.19063 -0.6921256026 130588.50  -17588.49910 -0.412913270
## 2030 149487.10  -32487.10194 -0.7039327787 130588.50  -13588.49910 -0.319007982
## 2031 216441.41  -46941.40521 -1.0171296247 216144.67  -46644.66977 -1.095045293
## 2032 137736.84    1663.15658  0.0360373921 216144.67  -76744.66977 -1.801682588
## 2033 269206.72  -66706.71705 -1.4454057730 173366.58   29133.41556  0.683945448
## 2034 165117.16  -38117.16280 -0.8259253281 173366.58  -46366.58444 -1.088516872
## 2035 167334.19  -26334.19271 -0.5706111147 173366.58  -32366.58444 -0.759848362
## 2036 231295.51  -18995.50560 -0.4115959332 216144.67   -3844.66977 -0.090258706
## 2037 256569.65  -95569.64657 -2.0708097322 173366.58  -12366.58444 -0.290321920
## 2039 138069.40  -37069.39791 -0.8032222856 130588.50  -29588.49910 -0.694629136
## 2040 147491.78  -37591.77502 -0.8145411892  87810.41   22089.58623  0.518582242
## 2041 109580.56   18919.43643  0.4099476611 130588.50   -2088.49910 -0.049030278
## 2043 108028.64  -21028.64264 -0.4556500875 130588.50  -43588.49910 -1.023297645
## 2045 266213.73  -47213.72668 -1.0230303051 216144.67    2855.33023  0.067032652
## 2047 140618.98  -14618.98230 -0.3167651228 130588.50   -4588.49910 -0.107721083
## 2048 157025.00  -48525.00363 -1.0514431452 130588.50  -22088.49910 -0.518556720
## 2049 125654.03    4345.96958  0.0941687705 130588.50    -588.49910 -0.013815795
## 2051 126319.14  -10919.13939 -0.2365966698  87810.41   27589.58623  0.647702013
## 2052 128979.58  -10479.57528 -0.2270721642  87810.41   30689.58623  0.720478612
## 2053 127981.91   37018.08818  0.8021105029 130588.50   34411.50090  0.807855479
## 2054 130198.94   -7198.94173 -0.1559871688 130588.50   -7588.49910 -0.178150049
## 2055 116120.80   12879.19820  0.2790673600 173366.58  -44366.58444 -1.041564227
## 2056 114014.62   10985.37661  0.2380319025 130588.50   -5588.49910 -0.131197405
## 2057 120000.60  -12000.60415 -0.2600299232 130588.50  -22588.49910 -0.530294881
## 2058 111132.48    8767.51549  0.1899751339 130588.50  -10688.49910 -0.250926648
## 2059 114347.18     652.82212  0.0141453950 130588.50  -15588.49910 -0.365960626
## 2060 119446.35   15053.65333  0.3261836047 130588.50    3911.50090  0.091827655
## 2061 120776.56    6223.43539  0.1348498297 130588.50   -3588.49910 -0.084244761
## 2062 114014.62   14985.37661  0.3247041800 130588.50   -1588.49910 -0.037292117
## 2063 157357.56  -13857.55812 -0.3002665308 173366.58  -29866.58444 -0.701157557
## 2064 116009.95   12990.04969  0.2814692979 130588.50   -1588.49910 -0.037292117
## 2065 167334.19   19665.80729  0.4261200766 130588.50   56411.50090  1.324334566
## 2067 171879.10  -59879.10403 -1.2974645803 130588.50  -18588.49910 -0.436389593
## 2068 159242.03    6007.96646  0.1301810340 216144.67  -50894.66977 -1.194819662
## 2069 158909.48   -8909.47906 -0.1930512103 173366.58  -23366.58444 -0.548561463
## 2070 145274.75   -8274.74511 -0.1792977512 130588.50    6411.50090  0.150518460
## 2073 183629.36   -1629.36255 -0.0353051407 173366.58    8633.41556  0.202680845
## 2074 243267.47  -32267.46711 -0.6991737160 173366.58   37633.41556  0.883494186
## 2075 161791.62   54208.38206  1.1745909833 130588.50   85411.50090  2.005147907
## 2079 254130.91  -11130.91367 -0.2411854096 173366.58   69633.41556  1.634736494
## 2080 195157.92  -41157.91808 -0.8918126243 173366.58  -19366.58444 -0.454656175
## 2081 110689.08    7310.92147  0.1584135537 130588.50  -12588.49910 -0.295531660
## 2084  81978.54    4021.45880  0.0871372483  87810.41   -1810.41377 -0.042501857
## 2085 129977.24      22.76126  0.0004931926 130588.50    -588.49910 -0.013815795
## 2086 163676.09  -38676.09336 -0.8380362742 130588.50   -5588.49910 -0.131197405
## 2087 178973.60  -42473.59974 -0.9203209058 130588.50    5911.50090  0.138780299
## 2088 165893.12  -69893.12327 -1.5144490440  87810.41    8189.58623  0.192261364
## 2089 163454.39  -43454.39037 -0.9415727453 130588.50  -10588.49910 -0.248579016
## 2091 174761.24    5138.75709  0.1113469451 216144.67  -36244.66977 -0.850891543
## 2092 263553.29  -38553.29078 -0.8353753794 216144.67    8855.33023  0.207890585
## 2093 317537.97  -16537.96908 -0.3583458614 216144.67   84855.33023  1.992091065
## 2094 250694.52  -12694.51731 -0.2750656818 216144.67   21855.33023  0.513082772
## 2095 234621.05   -6121.05047 -0.1326313462 216144.67   12355.33023  0.290057712
## 2096 231960.61  -11960.61457 -0.2591634264 216144.67    3855.33023  0.090508974
## 2107 152369.24   41630.75918  0.9020581780 216144.67  -22144.66977 -0.519875401
## 2109 186289.80   30710.20156  0.6654307780 216144.67     855.33023  0.020080008
## 2110 181190.63   31808.37035  0.6892259755 258922.76  -45923.75511 -1.078120868
## 2111 155694.79   20205.21431  0.4378079855 216144.67  -40244.66977 -0.944796831
## 2112 213891.82  -22891.82081 -0.4960215615 216144.67  -25144.66977 -0.590304367
## 2113 160572.25   15859.74851  0.3436501310 173366.58    3065.41556  0.071964683
## 2114 243489.17   33510.82990  0.7261149870 216144.67   60855.33023  1.428659335
## 2115 222538.24  -15538.23746 -0.3366836073 216144.67   -9144.66977 -0.214683213
## 2117 231406.36    8593.64290  0.1862076506 173366.58   66633.41556  1.564307527
## 2118 246260.46  -58760.45749 -1.2732256695 173366.58   14133.41556  0.331800616
## 2119 208127.54   70872.45695  1.5356693141 258922.76   20077.24489  0.471339868
## 2120 128203.61   11296.38519  0.2447708580 130588.50    8911.50090  0.209209266
## 2121 124656.37    1343.63304  0.0291139340 130588.50   -4588.49910 -0.107721083
## 2122 147935.18   29564.81899  0.6406125491 173366.58    4133.41556  0.097037395
## 2123 159907.14   15092.85748  0.3270330830 173366.58    1633.41556  0.038346590
## 2124 214002.67   -3002.67231 -0.0650621119 173366.58   37633.41556  0.883494186
## 2125 124656.37   21343.63304  0.4624753215 130588.50   15411.50090  0.361805359
## 2126 136517.48   11382.52303  0.2466372986 130588.50   17311.50090  0.406410371
## 2127 124656.37   -1056.36696 -0.0228894325  87810.41   35789.58623  0.840207855
## 2128 212894.16   -8144.15735 -0.1764681665 173366.58   31383.41556  0.736767173
## 2129 222538.24   12961.76254  0.2808563700 216144.67   19355.33023  0.454391967
## 2130 209236.06    7763.94200  0.1682296338 216144.67     855.33023  0.020080008
## 2131 202252.41  -11702.41379 -0.2535687138 216144.67  -25594.66977 -0.600868712
## 2132 219101.84   -1601.84110 -0.0347088041 216144.67    1355.33023  0.031818169
## 2133 178862.75   47137.25176  1.0213732413 216144.67    9855.33023  0.231366907
## 2134 199813.68  -19813.68089 -0.4293242121 216144.67  -36144.66977 -0.848543910
## 2135 114014.62   16985.37661  0.3680403187 130588.50     411.50090  0.009660528
## 2136 128536.17   24963.83070  0.5409180156 130588.50   22911.50090  0.537877775
## 2137 126762.55   33237.45463  0.7201914728 130588.50   29411.50090  0.690473869
## 2138 130198.94    4701.05827  0.1018628567 130588.50    4311.50090  0.101218184
## 2139 115455.69   14544.30717  0.3151470567 130588.50    -588.49910 -0.013815795
## 2140 112351.85    7648.14904  0.1657206240 130588.50  -10588.49910 -0.248579016
## 2141 112684.41    -184.40545 -0.0039957100 130588.50  -18088.49910 -0.424651432
## 2142 122328.49    -328.48555 -0.0071176477 130588.50   -8588.49910 -0.201626371
## 2143 110689.08   16310.92147  0.3534261781 130588.50   -3588.49910 -0.084244761
## 2144 111908.44    5091.55502  0.1103241675  87810.41   29189.58623  0.685264129
## 2145 236616.38   69283.62262  1.5012423415 258922.76   46977.24489  1.102852933
## 2146 255350.28  -26850.28012 -0.5817937324 258922.76  -30422.75511 -0.714214399
## 2147 200367.94   69632.06164  1.5087923423 216144.67   53855.33023  1.264325080
## 2148 176645.72   15354.28167  0.3326976404 216144.67  -24144.66977 -0.566828045
## 2149 229078.48  -16078.47569 -0.3483895268 216144.67   -3144.66977 -0.073825281
## 2150 206575.62   -6575.62211 -0.1424810361 216144.67  -16144.66977 -0.379017468
## 2151 286721.25  -19721.25334 -0.4273214855 258922.76    8077.24489  0.189624003
## 2152 191388.97   36611.03277  0.7932903980 258922.76  -30922.75511 -0.725952560
## 2153 285280.18  -10280.18390 -0.2227517379 258922.76   16077.24489  0.377434580
## 2155 199813.68   85186.31911  1.8458230724 301700.84  -16700.84044 -0.392074310
## 2156 246593.01   -6593.01198 -0.1428578409 258922.76  -18922.75511 -0.444236694
## 2157 108915.45   22584.54540  0.4893634966 173366.58  -41866.58444 -0.982873422
## 2158 163565.24   83334.75813  1.8057033207 258922.76  -12022.75511 -0.282250072
## 2159 228635.07   -9135.06971 -0.1979393242 216144.67    3355.33023  0.078770813
## 2160 163121.84   21878.16411  0.4740575779 216144.67  -31144.66977 -0.731162300
## 2162 214113.52    -613.52380 -0.0132938763 216144.67   -2644.66977 -0.062087120
## 2163 172544.21    7055.78700  0.1528852822 216144.67  -36544.66977 -0.857934439
## 2164 146826.67   26673.33395  0.5779596505 216144.67  -42644.66977 -1.001140004
## 2166 180192.97  -11517.96619 -0.2495720905 216144.67  -47469.66977 -1.114413258
## 2167 185181.28  -18181.28349 -0.3939533119 130588.50   36411.50090  0.854808124
## 2168 149487.10   -9487.10194 -0.2055671831 130588.50    9411.50090  0.220947427
## 2170 135519.81  -25519.81351 -0.5529650897  87810.41   22189.58623  0.520929874
## 2171 121330.82  -26580.82209 -0.5759550972  87810.41    6939.58623  0.162915962
## 2172 164673.76  -42673.75682 -0.9246579234 130588.50   -8588.49910 -0.201626371
## 2174 105368.21   13131.79326  0.2845406073 173366.58  -54866.58444 -1.288065610
## 2175 130642.35    2857.65229  0.0619198080 173366.58  -39866.58444 -0.935920778
## 2176 138291.10    9708.89910  0.2103730993 173366.58  -25366.58444 -0.595514107
## 2179 135741.52   21258.48350  0.4606302952 130588.50   26411.50090  0.620044903
## 2180 170992.29     507.70794  0.0110010508 130588.50   40911.50090  0.960451573
## 2183 133746.19    6253.81041  0.1355079979 173366.58  -33366.58444 -0.783324684
## 2184 121330.82   10419.17791  0.2257634697 130588.50    1161.50090  0.027267769
## 2185 142614.31  -81114.30922 -1.7575904797  87810.41  -26310.41377 -0.617671749
## 2186 120000.60   -9000.60415 -0.1950257151  87810.41   23189.58623  0.544406196
## 2188 100712.44  -21712.44393 -0.4704667415  45032.33   33967.67157  0.797435999
## 2189 110799.93   -2299.93002 -0.0498350433 173366.58  -64866.58444 -1.522828831
## 2192 100047.33   24952.66504  0.5406760772  87810.41   37189.58623  0.873074706
## 2193 110689.08  -31414.07853 -0.6806824329  87810.41   -8535.41377 -0.200380123
## 2194 120000.60   -1000.60415 -0.0216811601  87810.41   31189.58623  0.732216773
## 2197 181412.33  -16412.33264 -0.3556235622 173366.58   -8366.58444 -0.196416631
## 2198 102375.22   -5875.21637 -0.1273045958 130588.50  -34088.49910 -0.800272585
## 2199 172544.21  -36044.21300 -0.7810085079 130588.50    5911.50090  0.138780299
## 2200 158798.63  -12298.62756 -0.2664875153 173366.58  -26866.58444 -0.630728590
## 2201 210898.83  -35898.83043 -0.7778583484 130588.50   44411.50090  1.042618701
## 2202 136628.33   11871.67153  0.2572362024 216144.67  -67644.66977 -1.588048057
## 2203 174096.13  -32596.13394 -0.7062952916 173366.58  -31866.58444 -0.748110201
## 2204 172987.62   16962.38102  0.3675420487 216144.67  -26194.66977 -0.614954505
## 2205 176867.42  -41867.42132 -0.9071861899 173366.58  -38366.58444 -0.900706295
## 2206 197374.95  -33374.94799 -0.7231706884 216144.67  -52144.66977 -1.224165064
## 2207  91844.32   -1494.32430 -0.0323791225 130588.50  -40238.49910 -0.944651966
## 2208 153477.76  -14477.75578 -0.3137050166 130588.50    8411.50090  0.197471104
## 2209 120665.71    -915.71312 -0.0198417354 130588.50  -10838.49910 -0.254448096
## 2210 231960.61  -86960.61457 -1.8842686296 173366.58  -28366.58444 -0.665943074
## 2211 236838.08  -91838.08038 -1.9899538970 130588.50   14411.50090  0.338329037
## 2212 205356.26   32643.74434  0.7073269170 216144.67   21855.33023  0.513082772
## 2214 305787.71  -66787.71056 -1.4471607459 173366.58   65633.41556  1.540831205
## 2217 235618.71  -15618.71393 -0.3384273769 173366.58   46633.41556  1.094781085
## 2218 165117.16  -25117.16280 -0.5442404262 130588.50    9411.50090  0.220947427
## 2220 272088.86  -12588.85594 -0.2727762038 173366.58   86133.41556  2.022095808
## 2221 218769.29   38730.71339  0.8392197847 173366.58   84133.41556  1.975143164
## 2222 207794.99   11705.01144  0.2536249999 216144.67    3355.33023  0.078770813
## 2224 187841.72   13158.28062  0.2851145374 173366.58   27633.41556  0.648730965
## 2225 179860.41   35139.58830  0.7614070371 173366.58   41633.41556  0.977399474
## 2226 130753.20   -6853.19921 -0.1484955959 173366.58  -49466.58444 -1.161293470
## 2227 201143.90  -31143.89883 -0.6748281606  87810.41   82189.58623  1.929509201
## 2228 127981.91   72018.08818  1.5604929310 258922.76  -58922.75511 -1.383289579
## 2229 202917.52   -4917.52276 -0.1065532243 216144.67  -18144.66977 -0.425970112
## 2231 317094.56   -2094.56310 -0.0453851385 258922.76   56077.24489  1.316487464
## 2232 183075.11  -68075.10507 -1.4750560995 130588.50  -15588.49910 -0.365960626
## 2233 149597.95   -8597.95344 -0.1863010516 173366.58  -32366.58444 -0.759848362
## 2234 103927.14  -16927.13730 -0.3667783854 130588.50  -43588.49910 -1.023297645
## 2235 192386.63  -62536.63069 -1.3550480524 130588.50    -738.49910 -0.017337243
## 2236 139399.62  -39399.61585 -0.8537136097  87810.41   12189.58623  0.286166653
## 2238 105368.21  -30168.20674 -0.6536867967 130588.50  -55388.49910 -1.300318246
## 2239 127095.10   -8695.09986 -0.1884060269 173366.58  -54966.58444 -1.290413242
## 2241 187620.02  -35620.01639 -0.7718169862 130588.50   21411.50090  0.502663292
## 2247 195047.07   39952.93342  0.8657029331 258922.76  -23922.75511 -0.561618305
## 2248 158909.48   24590.52094  0.5328291138 173366.58   10133.41556  0.237895328
## 2249 116009.95   39990.04969  0.8665071711 173366.58  -17366.58444 -0.407703530
## 2250 134633.00    -633.00155 -0.0137159215 173366.58  -39366.58444 -0.924182617
## 2251 169218.67   45781.33186  0.9919930750 130588.50   84411.50090  1.981671585
## 2252 171103.14   73896.85644  1.6012022120 216144.67   28855.33023  0.677417027
## 2253 178751.90   31248.10325  0.6770860692 216144.67   -6144.66977 -0.144254247
## 2254 116675.06   31324.94072  0.6787509887 216144.67  -68144.66977 -1.599786218
## 2255 128647.02   14352.97921  0.3110013492 173366.58  -30366.58444 -0.712895718
## 2256 181301.48   62698.51886  1.3585558564 216144.67   27855.33023  0.653940705
## 2258 162124.17    7875.82757  0.1706539783 130588.50   39411.50090  0.925237090
## 2259 267543.94  -10543.94462 -0.2284669236 173366.58   83633.41556  1.963405003
## 2262 179417.01   86482.99428  1.8739195199 258922.76    6977.24489  0.163800049
## 2265 152369.24   21630.75918  0.4686967905 216144.67  -42144.66977 -0.989401843
## 2266 205245.40  -17745.40417 -0.3845086486 216144.67  -28644.66977 -0.672471494
## 2267 209568.61   -5568.61249 -0.1206610817 173366.58   30633.41556  0.719159931
## 2268 160350.55   20149.45150  0.4365997130 258922.76  -78422.75511 -1.841077860
## 2269 141949.20   45550.79975  0.9869978891 216144.67  -28644.66977 -0.672471494
## 2270 227969.96   54030.03926  1.1707266391 258922.76   23077.24489  0.541768835
## 2271 180192.97   -2192.96619 -0.0475173435 173366.58    4633.41556  0.108775556
## 2272 195490.47   74509.52744  1.6144776097 258922.76   11077.24489  0.260052969
## 2273 290490.20  -10590.20418 -0.2294692790 216144.67   63755.33023  1.496740669
## 2274 189171.94   -2471.93732 -0.0535621094 130588.50   56111.50090  1.317291669
## 2277 290046.80   -8833.79820 -0.1914113523 258922.76   22290.24489  0.523292969
## 2280 118670.39   21329.61380  0.4621715516 173366.58  -33366.58444 -0.783324684
## 2281 130198.94    2051.05827  0.0444424729  87810.41   44439.58623  1.043278041
## 2282 195823.03  -52823.02705 -1.1445730148 130588.50   12411.50090  0.291376393
## 2283 194714.51  -26714.51210 -0.5788519014  87810.41   80189.58623  1.882556557
## 2284 132415.97   -2515.97164 -0.0545162480 130588.50    -688.49910 -0.016163427
## 2285 141505.79   -7505.79427 -0.1626360709 130588.50    3411.50090  0.080089494
## 2286 135963.22  -50463.21949 -1.0934405410  87810.41   -2310.41377 -0.054240018
## 2287 124878.07  -18378.06995 -0.3982172946  87810.41   18689.58623  0.438762747
## 2288 135963.22  -42063.21949 -0.9114287582  87810.41    6089.58623  0.142961088
## 2289 135963.22  -60963.21949 -1.3209552694  87810.41  -12810.41377 -0.300741400
## 2290  84749.83    -249.82859 -0.0054133031  87810.41   -3310.41377 -0.077716340
## 2291 135963.22  -60773.21949 -1.3168383362  87810.41  -12620.41377 -0.296280899
## 2292 132637.67   14162.32537  0.3068702486 173366.58  -26566.58444 -0.623685694
## 2293 126651.69   26848.30613  0.5817509598 130588.50   22911.50090  0.537877775
## 2294 165228.01   22771.98570  0.4934249660 173366.58   14633.41556  0.343538777
## 2296 173652.73  -16652.72796 -0.3608324647 130588.50   26411.50090  0.620044903
## 2297 103151.18   34848.82317  0.7551067180 130588.50    7411.50090  0.173994782
## 2298 100047.33   29452.66504  0.6381823894 130588.50   -1088.49910 -0.025553956
## 2300 108582.90   20917.09989  0.4532331715  87810.41   41689.58623  0.978718155
## 2301 145496.45  -10496.44811 -0.2274377658 130588.50    4411.50090  0.103565816
## 2302 105368.21   19131.79326  0.4145490236 130588.50   -6088.49910 -0.142935566
## 2303 105368.21   33631.79326  0.7287360295 130588.50    8411.50090  0.197471104
## 2305 113238.66   11261.33708  0.2440114331 130588.50   -6088.49910 -0.142935566
## 2306 158244.37   -8344.37008 -0.1808063899 173366.58  -23466.58444 -0.550909095
## 2307 128425.32   29074.68220  0.6299922310 173366.58  -15866.58444 -0.372489047
## 2308 214113.52  -45113.52380 -0.9775229636 130588.50   38411.50090  0.901760768
## 2310 220099.50  -27999.50456 -0.6066952073 216144.67  -24044.66977 -0.564480413
## 2311 183961.92    -461.91703 -0.0100088504 173366.58   10133.41556  0.237895328
## 2312 262777.33  -40777.33032 -0.8835660223 216144.67    5855.33023  0.137461618
## 2313 200146.24  -30146.23537 -0.6532107195 173366.58   -3366.58444 -0.079035021
## 2314 180968.93    6531.07334  0.1415157503 173366.58   14133.41556  0.331800616
## 2315 211785.64   -9785.64240 -0.2120359784 173366.58   28633.41556  0.672207287
## 2316 182410.00    2590.00390  0.0561203842 173366.58   11633.41556  0.273109811
## 2319 243710.87    6289.12690  0.1362732381 258922.76   -8922.75511 -0.209473473
## 2320 214556.93   25343.07021  0.5491354036 258922.76  -19022.75511 -0.446584326
## 2323 312771.35  -42771.35478 -0.9267726826 258922.76   11077.24489  0.260052969
## 2324 144498.78   39001.21535  0.8450810400 173366.58   10133.41556  0.237895328
## 2325 181301.48  -15701.48114 -0.3402207827 173366.58   -7766.58444 -0.182330838
## 2326 195823.03  -19323.02705 -0.4186926907 216144.67  -39644.66977 -0.930711038
## 2328 210787.98   28212.02106  0.6113000296 216144.67   22855.33023  0.536559094
## 2329 208016.69   66983.30845  1.4513989745 258922.76   16077.24489  0.377434580
## 2338 266213.73  -97213.72668 -2.1064337740 130588.50   38411.50090  0.901760768
## 2339 131972.57   13027.43434  0.2822793511 130588.50   14411.50090  0.338329037
## 2340 204912.85  113087.15032  2.4503802187 301700.84   16299.15956  0.382644320
## 2343 194603.66    7896.33940  0.1710984299 216144.67  -13644.66977 -0.320326663
## 2344 256902.20  -27902.20106 -0.6045868282 216144.67   12855.33023  0.301795873
## 2345 265770.32  -30770.32069 -0.6667334435 216144.67   18855.33023  0.442653806
## 2346 189393.64     606.35969  0.0131386438 173366.58   16633.41556  0.390491422
## 2347 137071.73   31928.26555  0.6918238730 173366.58   -4366.58444 -0.102511343
## 2348 222427.39   19072.61404  0.4132667241 216144.67   25355.33023  0.595249900
## 2349 220764.61  -31864.61353 -0.6904446567 216144.67  -27244.66977 -0.639604644
## 2350 201809.01    5690.99219  0.1233128137 173366.58   34133.41556  0.801327059
## 2352 186954.91   -7054.90741 -0.1528662233 173366.58    6533.41556  0.153380568
## 2353 134965.56   37034.44396  0.8024649011 216144.67  -44144.66977 -1.036354487
## 2355 222759.94  -38259.94045 -0.8290190440 173366.58   11133.41556  0.261371650
## 2356 133967.89   19532.10742  0.4232230587 130588.50   22911.50090  0.537877775
## 2357 199370.27  -36470.27491 -0.7902404468 216144.67  -53244.66977 -1.249989018
## 2358 160017.99   20982.00599  0.4546395614 173366.58    7633.41556  0.179204523
## 2359 137182.59   17817.41406  0.3860689639 173366.58  -18366.58444 -0.431179852
## 2362 110023.97  -22023.96955 -0.4772169002  87810.41     189.58623  0.004450787
## 2363 111797.59  -14297.59348 -0.3098012475  87810.41    9689.58623  0.227475848
## 2364 172211.66   17788.34149  0.3854390174 173366.58   16633.41556  0.390491422
## 2365 135963.22  -30463.21949 -0.6600791534 173366.58  -67866.58444 -1.593257797
## 2367 124323.81  -41323.81247 -0.8954072355 173366.58  -90366.58444 -2.121475045
## 2368 129090.43  -13090.42678 -0.2836442755 173366.58  -57366.58444 -1.346756415
## 2370 149930.51  -31930.50792 -0.6918724609 173366.58  -55366.58444 -1.299803771
## 2371 120000.60  -31000.60415 -0.6717232414 173366.58  -84366.58444 -1.980617112
## 2372 135963.22  -27963.21949 -0.6059089800 173366.58  -65366.58444 -1.534566992
## 2373 124323.81  -29823.81247 -0.6462244377 173366.58  -78866.58444 -1.851497340
## 2374 133413.64   12886.36490  0.2792226487 173366.58  -27066.58444 -0.635423855
## 2375 168664.41  -23664.41066 -0.5127620919 130588.50   14411.50090  0.338329037
## 2376 114679.73    8320.26764  0.1802841364 130588.50   -7588.49910 -0.178150049
## 2377 131861.71    5638.28584  0.1221707687 216144.67  -78644.66977 -1.846287600
## 2378 176313.16  -32313.16385 -0.7001638760 173366.58  -29366.58444 -0.689419396
## 2379 234399.35   80600.65252  1.7464605307 301700.84   13299.15956  0.312215354
## 2382 194271.11   57728.89389  1.2508736777 258922.76   -6922.75511 -0.162520829
## 2386 219988.65  106011.34694  2.2970612201 301700.84   24299.15956  0.570454897
## 2388 286721.25   22278.74666  0.4827374283 258922.76   50077.24489  1.175629532
## 2390 247479.82   28020.17606  0.6071431188 258922.76   16577.24489  0.389172741
## 2402 225974.63   49025.36618  1.0622850356 258922.76   16077.24489  0.377434580
## 2403 227083.15   51916.85123  1.1249379342 258922.76   20077.24489  0.471339868
## 2404 166114.83   19735.17374  0.4276231137 216144.67  -30294.66977 -0.711207426
## 2405 188395.98   94104.02315  2.0390525021 301700.84  -19200.84044 -0.450765115
## 2410 170659.74    1090.26242  0.0236238818 216144.67  -44394.66977 -1.042223568
## 2421 187509.16   46490.83511  1.0073666405 216144.67   17855.33023  0.419177484
## 2422 176313.16   38686.83615  0.8382690497 258922.76  -43922.75511 -1.031144747
## 2423 182410.00   64580.00390  1.3993240049 216144.67   30845.33023  0.724134908
## 2424 171657.40    7082.59896  0.1534662457 216144.67  -37404.66977 -0.878124076
## 2425 186511.50   38488.49857  0.8339714572 216144.67    8855.33023  0.207890585
## 2428 181855.74   31634.26138  0.6854533702 216144.67   -2654.66977 -0.062321883
## 2431 218658.44  -26518.43512 -0.5746032919 130588.50   61551.50090  1.445002862
## 2432 182188.29    1011.70689  0.0219217351 173366.58    9833.41556  0.230852431
## 2433 171657.40    6342.59896  0.1374318744 258922.76  -80922.75511 -1.899768665
## 2434 192054.08    9435.92380  0.2044582514 216144.67  -14654.66977 -0.344037748
## 2435 229521.88     978.11833  0.0211939357 258922.76  -28422.75511 -0.667261754
## 2436 182188.29   -2188.29311 -0.0474160869 216144.67  -36144.66977 -0.848543910
## 2437 199370.27  -26970.27491 -0.5843937878 173366.58    -966.58444 -0.022691848
## 2438 224311.86   -9311.86139 -0.2017700586 173366.58   41633.41556  0.977399474
## 2439 223979.31  -24079.30690 -0.5217520925 216144.67  -16244.66977 -0.381365100
## 2440 200146.24  -27146.23537 -0.5882065114 173366.58    -366.58444 -0.008606054
## 2442 268874.16  -38874.16257 -0.8423280515 216144.67   13855.33023  0.325272195
## 2443 280070.16   67929.83639  1.4719084076 258922.76   89077.24489  2.091206094
## 2444 233955.94   52044.05851  1.1276942703 258922.76   27077.24489  0.635674123
## 2445 262555.63   37444.37267  0.8113472649 258922.76   41077.24489  0.964342633
## 2448 228191.66   51808.33627  1.1225866246 258922.76   21077.24489  0.494816190
## 2450 317094.56   32905.43690  0.7129972896 258922.76   91077.24489  2.138158738
## 2452 291377.02   29622.98385  0.6418728692 258922.76   62077.24489  1.457345397
## 2453 294924.26   -4924.26400 -0.1066992941 258922.76   31077.24489  0.729579411
## 2454 325186.72  -10186.72227 -0.2207266048 258922.76   56077.24489  1.316487464
## 2459 194049.40   37950.59688  0.8223161660 216144.67   15855.33023  0.372224840
## 2466 205134.55   -4309.55267 -0.0933796862 173366.58   27458.41556  0.644622608
## 2469 155251.38   20748.62029  0.4495825440 216144.67  -40144.66977 -0.942449199
## 2471 141505.79   -2005.79427 -0.0434616894 173366.58  -33866.58444 -0.795062845
## 2476 201809.01  -17809.00781 -0.3858868167 216144.67  -32144.66977 -0.754638622
## 2477 190613.01   -5713.00676 -0.1237898269 216144.67  -31244.66977 -0.733509932
## 2478 218547.58  -31547.58362 -0.6835752306 173366.58   13633.41556  0.320062455
## 2479 192608.33  -16708.33368 -0.3620373334 173366.58    2533.41556  0.059475280
## 2480 206797.33   41702.67490  0.9036164529 173366.58   75133.41556  1.763856265
## 2481 169883.78    2116.22289  0.0458544644 173366.58   -1366.58444 -0.032082376
## 2482 149819.66    1180.34357  0.0255757664 173366.58  -22366.58444 -0.525085141
## 2483 161237.36  -11237.36046 -0.2434919061 173366.58  -23366.58444 -0.548561463
## 2484 131972.57  -24972.56566 -0.5411072852  87810.41   19189.58623  0.450500908
## 2486 124434.66    5065.33603  0.1097560526 130588.50   -1088.49910 -0.025553956
## 2488 198261.76  -78761.75995 -1.7066152788 173366.58  -53866.58444 -1.264589287
## 2490 149265.40    1734.60105  0.0375854559 173366.58  -22366.58444 -0.525085141
## 2491 123991.26    2008.74202  0.0435255614 130588.50   -4588.49910 -0.107721083
## 2492 115677.40     322.60418  0.0069902097 130588.50  -14588.49910 -0.342484304
## 2493 117451.02   16048.98025  0.3477504175 130588.50    2911.50090  0.068351333
## 2494 128425.32   -7550.31780 -0.1636008100 130588.50   -9713.49910 -0.228037234
## 2495 118559.53   18440.46529  0.3995692813 130588.50    6411.50090  0.150518460
## 2496 116009.95    7990.04969  0.1731289510 130588.50   -6588.49910 -0.154673727
## 2497 151925.83  -16925.83484 -0.3667501636 130588.50    4411.50090  0.103565816
## 2498 119224.64    9975.35632  0.2161467128 130588.50   -1388.49910 -0.032596852
## 2500 282841.45  -22841.45100 -0.4949301449 258922.76    1077.24489  0.025289748
## 2501 328179.71    5820.28735  0.1261143902 258922.76   75077.24489  1.762537584
## 2503 269317.57   -1317.56855 -0.0285491667 216144.67   51855.33023  1.217372436
## 2504 194936.22   67063.78491  1.4531427441 258922.76    3077.24489  0.072242392
## 2505 141616.65   34783.35424  0.7536881327 216144.67  -39744.66977 -0.933058670
## 2506 153145.20   43854.79871  0.9502488209 258922.76  -61922.75511 -1.453718545
## 2507 139067.06   11932.93863  0.2585637421 216144.67  -65144.66977 -1.529357252
## 2508 141616.65    5783.35424  0.1253141208 216144.67  -68744.66977 -1.613872011
## 2509 141616.65    8283.35424  0.1794842943 216144.67  -66244.66977 -1.555181206
## 2511 183851.07  -17851.06554 -0.3867981265 173366.58   -7366.58444 -0.172940309
## 2512 175869.76    8030.24213  0.1739998437 216144.67  -32244.66977 -0.756986254
## 2513 168110.15   -3110.15318 -0.0673910149 216144.67  -51144.66977 -1.200688742
## 2514 134633.00    4366.99845  0.0946244254 216144.67  -77144.66977 -1.811073117
## 2515 202695.82   -2695.81977 -0.0584132098 216144.67  -16144.66977 -0.379017468
## 2516 188728.53   32271.46866  0.6992604218 258922.76  -37922.75511 -0.890286814
## 2517 180525.52   89474.47932  1.9387392254 258922.76   11077.24489  0.260052969
## 2518 148821.99   16178.00703  0.3505461787 173366.58   -8366.58444 -0.196416631
## 2519 151814.98   62185.01665  1.3474292550 258922.76  -44922.75511 -1.054621069
## 2520 129755.54   58244.46425  1.2620450922 258922.76  -70922.75511 -1.665005444
## 2521 150817.32   39182.68011  0.8490130310 258922.76  -68922.75511 -1.618052800
## 2522 150817.32   19182.68011  0.4156516435 258922.76  -88922.75511 -2.087579242
## 2524 147159.22    -659.22054 -0.0142840363 130588.50   15911.50090  0.373543520
## 2525 227748.26  -57748.25775 -1.2512932552 216144.67  -46144.66977 -1.083307131
## 2526 253909.21    8590.78932  0.1861458190 216144.67   46355.33023  1.088252664
## 2527 171879.10    8020.89597  0.1737973304 173366.58    6533.41556  0.153380568
## 2528 309113.26  -59113.25542 -1.2808701196 173366.58   76633.41556  1.799070748
## 2530 162789.28    1710.71860  0.0370679693 216144.67  -51644.66977 -1.212426903
## 2531 143944.53   -3944.52717 -0.0854702884 216144.67  -76144.66977 -1.787596795
## 2532 123547.85   11952.14800  0.2589799720 130588.50    4911.50090  0.115303977
## 2533 131418.31   10581.69182  0.2292848325 130588.50   11411.50090  0.267900071
## 2534 211120.53  -56120.53343 -1.2160236117 130588.50   24411.50090  0.573092258
## 2536 131529.16    6970.84032  0.1510446518 130588.50    7911.50090  0.185732943
## 2537 114458.03   25541.97063  0.5534451916 130588.50    9411.50090  0.220947427
## 2538 131418.31   -7018.30818 -0.1520731886 130588.50   -6188.49910 -0.145283198
## 2539 141394.94   16605.05723  0.3597995320 130588.50   27411.50090  0.643521225
## 2540 147935.18   -1935.18101 -0.0419316363 130588.50   15411.50090  0.361805359
## 2541 235840.42  -45840.41692 -0.9932733340 173366.58   16633.41556  0.390491422
## 2542 131307.46    5192.54332  0.1125123888 130588.50    5911.50090  0.138780299
## 2543 110689.08   19210.92147  0.4162635793 130588.50    -688.49910 -0.016163427
## 2544 204691.15  -59691.14669 -1.2933919076 130588.50   14411.50090  0.338329037
## 2546 153588.61    6411.39272  0.1389225024 173366.58  -13366.58444 -0.313798242
## 2547 179860.41  -12860.41170 -0.2786602930 173366.58   -6366.58444 -0.149463987
## 2548 174539.54  -17039.53992 -0.3692139331 130588.50   26911.50090  0.631783064
## 2549 136295.77    3704.22602  0.0802634264 173366.58  -33366.58444 -0.783324684
## 2551 153256.05   -1756.05279 -0.0380502737 130588.50   20911.50090  0.490925131
## 2552 105368.21   24431.79326  0.5293897913 173366.58  -43566.58444 -1.022783170
##       predict3    residual3  standResid3  predict4    residual4  standResid4
## 1    187076.52  27923.47526  0.811159076 182186.33  32813.66998  1.008992315
## 2    108557.10  -3557.10337 -0.103331575 108166.16  -3166.15887 -0.097356680
## 3    165816.65   6183.34507  0.179622215 158998.42  13001.58264  0.399787557
## 4    245701.39  -1701.38904 -0.049424262 239544.88   4455.11766  0.136991062
## 5    156213.02  33686.98049  0.978585212 174746.77  15153.23299  0.465948967
## 6    183695.75  11804.24966  0.342905894 196253.00   -753.00267 -0.023154189
## 7    224618.00 -11117.99524 -0.322970642 225024.13 -11524.13231 -0.354357222
## 8    220847.13 -29347.13148 -0.852515377 216905.65 -25405.64977 -0.781202023
## 9    242692.14  -6192.13533 -0.179877566 241169.59  -4669.59112 -0.143585937
## 10   225806.83 -36806.83196 -1.069214900 233076.61 -44076.60868 -1.355318057
## 11   187011.51 -11111.50985 -0.322782246 197408.27 -21508.27059 -0.661360943
## 12   156584.54  28415.45980  0.825450912 165084.81  19915.19362  0.612375188
## 13   174658.68   5741.31971  0.166781661 186790.27  -6390.27165 -0.196495393
## 14   195704.94 -24204.93678 -0.703137914 197386.86 -25886.85950 -0.795998811
## 15   235280.44 -23280.43759 -0.676281805 228775.45 -16775.45142 -0.515830798
## 19    77368.52  63631.47633  1.848453642  78609.52  62390.48212  1.918454017
## 21   199299.32  -9299.32452 -0.270139423 202861.52 -12861.51974 -0.395480743
## 22   184782.43 -14782.43485 -0.429420267 178536.55  -8536.54769 -0.262491548
## 23   217354.90  -1354.89595 -0.039358860 224689.91  -8689.90634 -0.267207195
## 24   144686.81   4313.18511  0.125295265 142433.33   6566.66669  0.201919390
## 25   120389.81  29510.18621  0.857252013 125189.55  24710.45172  0.759825277
## 26   118959.49  23040.51384  0.669312173 122301.85  19698.15177  0.605701336
## 27    78538.79  47461.20826  1.378717709  88638.25  37361.74893  1.148841857
## 28    77368.52  37631.47633  1.093170291  87876.20  27123.80468  0.834033819
## 29   195444.88 -11444.87721 -0.332466354 201284.56 -17284.55554 -0.531485314
## 30   143581.56 -47581.56172 -1.382213900 141739.35 -45739.35476 -1.406446078
## 31   121300.02 -15800.02228 -0.458980530 126142.63 -20642.62910 -0.634743207
## 32   150408.13 -62408.12542 -1.812916081 148887.46 -60887.46092 -1.872237400
## 33   148912.78 -21412.78290 -0.622027632 150101.69 -22601.68852 -0.694982610
## 34   174073.55 -24173.54626 -0.702226040 175520.90 -25620.89778 -0.787820716
## 35   162872.42 -42872.41611 -1.245416235 156057.86 -36057.86463 -1.108748529
## 36   174073.55 -28073.54626 -0.815518542 176910.90 -30910.89940 -0.950483745
## 38   248413.45  57586.55414  1.672852523 252720.39  53279.60868  1.638302444
## 42   277131.46  -2131.45965 -0.061917538 274130.09    869.90781  0.026748922
## 43   256085.20   2914.79684  0.084672982 259826.83   -826.83336 -0.025424419
## 44   208317.83   5682.17410  0.165063519 217080.51  -3080.51081 -0.094723075
## 48   283911.58  36088.42288  1.048345576 287573.87  32426.12598  0.997075668
## 49   280642.26  39257.73616  1.140412097 277806.26  42093.73893  1.294346506
## 50   226698.47 -21698.47180 -0.630326711 229519.27 -24519.27212 -0.753946668
## 51   214234.18 -38734.18111 -1.125203158 222812.20 -47312.20228 -1.454809795
## 52   165491.58  34008.41954  0.987922811 180434.72  19065.27667  0.586240968
## 53   182962.02 -22962.01786 -0.667031916 191457.07 -31457.06994 -0.967278023
## 54   220131.97 -28131.96766 -0.817215647 221716.81 -29716.80701 -0.913766425
## 55   197850.43 -13350.42822 -0.387821391 206120.08 -21620.08136 -0.664799029
## 56   206841.05   9658.94796  0.280586253 222341.82  -5841.82192 -0.179631033
## 57   221190.77 -36102.77460 -1.048762484 230559.80 -45471.79672 -1.398218897
## 58   201491.26 -21491.26220 -0.624307405 208079.07 -28079.06916 -0.863407385
## 59   240825.27 -18325.27211 -0.532337420 249729.11 -27229.10999 -0.837271867
## 60   335709.88  -2541.87771 -0.073839920 332687.65    480.35242  0.014770427
## 61   298539.93  56460.07209  1.640128941 301037.91  53962.09111  1.659288195
## 62   220345.58  40054.41900  1.163555224 225968.12  34431.87787  1.058750825
## 63   308097.12  16902.88291  0.491017925 309191.92  15808.07797  0.486084891
## 64   285211.87   4788.12504  0.139091966 287545.42   2454.58356  0.075476347
## 65   228082.35  -7082.35320 -0.205737825 234995.98 -13995.97686 -0.430364330
## 67   241326.82 -19826.82259 -0.575956500 244373.31 -22873.30860 -0.703334696
## 69   209098.00   6101.99539  0.177259059 220214.11  -5014.10659 -0.154179493
## 70   239441.39  23058.60929  0.669837835 243789.07  18710.92863  0.575345068
## 71   235103.96  19796.03842  0.575062240 245128.32   9771.68214  0.300470877
## 73   244011.00 -11011.00184 -0.319862553 254454.89 -21454.89448 -0.659719674
## 74   216379.67 -35379.67256 -1.027756833 225522.08 -44522.08381 -1.369016036
## 75   245701.39 -40701.38904 -1.182349289 251591.56 -46591.56300 -1.432650753
## 76   139420.61   3579.39139  0.103979028 141552.42   1447.58130  0.044511888
## 77   199364.34 -10364.33941 -0.301077423 209879.61 -20879.60502 -0.642030014
## 78   139095.53 -39595.53415 -1.150224913 140748.70 -41248.69882 -1.268362245
## 79   128303.06  -3303.06201 -0.095951836 131764.55  -6764.55272 -0.208004216
## 80   221905.94 -27405.93842 -0.796124962 226211.97 -31711.97335 -0.975116085
## 81   150733.20   1266.80011  0.036799732 155251.19  -3251.18726 -0.099971230
## 82   181095.15 -10095.15464 -0.293257778 185189.90 -14189.90491 -0.436327452
## 83   116098.83 -48598.83089 -1.411764918  97066.43 -29566.42552 -0.909142322
## 86   108427.07  30072.92641  0.873599256 109883.34  28616.66004  0.879937846
## 87   108817.16  13182.83706  0.382952975 111218.47  10781.52909  0.331522808
## 88   117919.25  15080.75212  0.438086192 118895.94  14104.05636  0.433687682
## 89   117919.25   9080.75212  0.263790034 118432.61   8567.39023  0.263439929
## 91   233543.60 -43543.60416 -1.264913818 237934.46 -47934.45856 -1.473943644
## 93   282286.20   2713.79519  0.078834013 281238.61   3761.39474  0.115659674
## 94   205262.13  54737.87404  1.590100190 213880.88  46119.11766  1.418123463
## 95   217744.99 -27744.98530 -0.805974057 226951.71 -36951.70504 -1.136233358
## 96   186537.84 -31537.83695 -0.916153968 194274.65 -39274.64828 -1.207661877
## 97   186537.84 -35537.83695 -1.032351407 194274.65 -43274.64828 -1.330658460
## 98   186537.84 -37037.83695 -1.075925447 194274.65 -44774.64828 -1.376782178
## 99   159770.27  -7770.26993 -0.225721366 174443.93 -22443.92959 -0.690131658
## 101  181680.29  -4180.28867 -0.121434709 195069.28 -17569.27716 -0.540240261
## 102  177714.38   -714.38024 -0.020752288 190916.57 -13916.56786 -0.427922571
## 103  200581.05 -45581.05371 -1.324100423 206662.65 -51662.65446 -1.588582483
## 104  178736.05 -31626.04986 -0.918716497 185642.05 -38532.05022 -1.184827622
## 106  257775.59  -3775.59037 -0.109678483 259280.17  -5280.17124 -0.162360754
## 107  188859.80 -33859.80441 -0.983605637 177851.66 -22851.66013 -0.702669024
## 108  217336.33 -11336.32729 -0.329313049 206742.81   -742.80668 -0.022840671
## 109  175568.89 -45068.88879 -1.309222360 177550.01 -47050.00729 -1.446747524
## 110  205522.19  24477.81447  0.711064836 213226.52  16773.47660  0.515770074
## 111  198324.10  20175.89887  0.586096943 197207.02  21292.97700  0.654740850
## 112  241624.02   1875.98052  0.054496033 254593.12 -11093.11991 -0.341103959
## 113  184085.84  20914.16031  0.607542965 186931.45  18068.54543  0.555592334
## 114  202355.02  10144.97554  0.294705043 206524.48   5975.51791  0.183742070
## 115  219955.49 -23455.49164 -0.681367013 221852.99 -25352.98795 -0.779582717
## 116  169197.43  28302.57067  0.822171555 169025.11  28474.89395  0.875578659
## 117  186361.36 -15361.36093 -0.446237699 186534.15 -15534.15340 -0.477661944
## 118  130402.11  11847.89278  0.344173699 133356.77   8893.23204  0.273459287
## 119  165751.64 -22751.64003 -0.660920574 161247.01 -18247.00952 -0.561079952
## 120  100838.90  28111.10017  0.816609459 106892.06  22057.94137  0.678262850
## 121  128906.76  30093.23530  0.874189216 131790.99  27209.00767  0.836653738
## 122  148476.25  30423.75269  0.883790534 152745.56  26154.43613  0.804226564
## 123  194813.30 -58513.29694 -1.699773808 192140.85 -55840.85250 -1.717058503
## 124  125200.92  55299.08417  1.606402985 126983.92  53516.07591  1.645573609
## 127  120389.81  21735.18621  0.631393242 115459.54  26665.46303  0.819940204
## 129  180575.04  -8075.03550 -0.234574611 170281.94   2218.06272  0.068203534
## 130  106086.54  10413.46254  0.302504419 104189.22  12310.77640  0.378545856
## 132  119414.59   8585.40960  0.249400651 116291.71  11708.28557  0.360019777
## 133  178234.50 -25234.49938 -0.733046048 170611.16 -17611.16125 -0.541528161
## 134  132742.64   -742.64335 -0.021573314 130247.54   1752.45924  0.053886624
## 135  152748.66  25251.33845  0.733535213 149021.57  28978.42918  0.891061937
## 139  154587.65 -19587.64720 -0.569008608 154974.82 -19974.81598 -0.614208524
## 140  204742.01   9257.99318  0.268938774 212872.93   1127.06915  0.034656413
## 141  124615.78  11384.21820  0.330704249 124054.56  11945.44008  0.367312076
## 142  160829.08   4670.92313  0.135687326 161973.56   3526.43880  0.108434980
## 143  135733.33   9266.67160  0.269190876 134769.09  10230.90635  0.314591629
## 144  157039.64  -9039.64445 -0.262595883 150271.33  -2271.32902 -0.069841427
## 146  132482.58  35017.41622  1.017233518 132755.24  34744.76482  1.068371831
## 147  128711.72 -20173.72002 -0.586033649 128343.42 -19805.42362 -0.608999854
## 148  182135.39 -22635.39292 -0.657543670 176549.13 -17049.12883 -0.524246144
## 149  108120.57   -120.56778 -0.003502417 113126.70  -5126.70359 -0.157641755
## 150  119479.61  15520.39470  0.450857528 115433.12  19566.87611  0.601664722
## 151  113498.24   9001.76481  0.261495503 110560.02  11939.97704  0.367144092
## 154   85235.33  19764.67434  0.574151134  72483.51  32516.49075  0.999854308
## 156  120909.93  23990.06707  0.696896087 117857.49  27042.50993  0.831534075
## 157  111157.70  17842.30093  0.518307417 108572.58  20427.42242  0.628125786
## 159  148067.59  -4067.58930 -0.118160864 150606.69  -6606.68651 -0.203149965
## 160  133977.93  28022.07370  0.814023297 133857.68  28142.32305  0.865352388
## 162  158990.09 -26990.09122 -0.784044867 147216.97 -15216.97248 -0.467908902
## 163  131312.32  22687.68428  0.659062701 131066.51  22933.48832  0.705185171
## 164  140349.39  25650.61424  0.745133919 137285.91  28714.09440  0.882933869
## 165  108817.16  25982.83706  0.754784779 103805.13  30994.87104  0.953065802
## 166  151968.48   8031.51716  0.233310431 146351.31  13648.69109  0.419685589
## 167  126696.26  21303.74165  0.618860053 126696.36  21303.63576  0.655068597
## 169  198974.25 -43974.25005 -1.277423806 197424.46 -42424.46114 -1.304515932
## 172  111157.70  -1657.69907 -0.048155096  91892.56  17607.44180  0.541413791
## 173  117139.07  -2139.06917 -0.062138590 101399.00  13601.00216  0.418219195
## 174  137878.82   5121.18015  0.148767004 137015.64   5984.35870  0.184013917
## 175   96436.46  10963.54419  0.318483938  89629.87  17770.12695  0.546416221
## 176   69761.78  10238.21874  0.297413698  67864.48  12135.51793  0.373156808
## 178  110507.55  19492.44986  0.566243187  95381.79  34618.20897  1.064480347
## 179  160745.49 -41745.49332 -1.212679850 144421.72 -25421.71821 -0.781696114
## 180  156473.08 -27473.07908 -0.798075355 152315.72 -23315.71610 -0.716938349
## 181  131247.30 -31247.30082 -0.907714080 112928.41 -12928.41348 -0.397537668
## 183  126222.59 -20322.58545 -0.590358094 103639.39   2260.61455  0.069511966
## 185  157708.36 -18708.36203 -0.543465937 138319.17    680.83483  0.020935089
## 186  285081.85 -45081.84518 -1.309598735 236905.87   3094.12998  0.095141853
## 188  159770.27 -10070.26993 -0.292534893 152203.90  -2503.90375 -0.076992901
## 189  109810.95  15689.04501  0.455756711  93583.35  31916.64727  0.981409633
## 190  170079.76 -47579.76025 -1.382161568 145107.57 -22607.57180 -0.695163516
## 192  155107.77 -26607.76634 -0.772938574 151812.76 -23312.76261 -0.716847531
## 193  242970.76 -33470.76356 -0.972304249 215372.28  -5872.28177 -0.180567647
## 194   70932.05  16067.95067  0.466763678  59823.19  27176.80574  0.835663556
## 196  157169.67 -29169.67424 -0.847360358 141604.14 -13604.13986 -0.418315677
## 198  171472.95 -31572.95057 -0.917173997 160287.80 -20387.79518 -0.626907282
## 199  117919.25   5980.75212  0.173737019 106385.93  17514.07089  0.538542715
## 200  150166.63 -11766.63451 -0.341813198 137372.22   1027.78214  0.031603423
## 201  148847.77 -39347.76801 -1.143027465 125013.58 -15513.58224 -0.477029399
## 203  148754.88    745.12446  0.021645388 136678.27  12821.73417  0.394257370
## 204  180835.10 -20935.09507 -0.608151106 153410.89   6489.10717  0.199534501
## 205  165491.58 -43491.58046 -1.263402563 141051.34 -19051.34423 -0.585812557
## 206  103355.91   6644.08802  0.193006503 103646.65   6353.34951  0.195360069
## 208  168110.74 -28110.74482 -0.816599137 142261.51  -2261.50935 -0.069539480
## 209  264750.75 -20350.75251 -0.591176329 246518.15  -2118.15399 -0.065131425
## 210  159203.70  13796.29544  0.400773548 160271.63  12728.36884  0.391386466
## 212  140804.49 -40804.49001 -1.185344306 120619.09 -20619.09276 -0.634019485
## 213  139160.55 -44160.54904 -1.282835672 122746.76 -27746.75503 -0.853189010
## 215  159528.78 -44628.77902 -1.296437453 137908.66 -23008.65745 -0.707496558
## 216  116618.95 -22618.95003 -0.657066015  76761.02  17238.98110  0.530083939
## 217  140302.94  -4302.93953 -0.124997638 151921.59 -15921.59096 -0.489575318
## 218  136141.99    358.01359  0.010400065 148027.98 -11527.98393 -0.354475656
## 219  117854.23  13645.76701  0.396400794 119754.53  11745.46581  0.361163038
## 221  109597.34  15402.65835  0.447437362 112035.40  12964.60267  0.398650455
## 222  119219.55  34780.45427  1.010349925 122574.16  31425.84297  0.966317820
## 223  108297.04  29602.95620  0.859946922 110210.52  27689.48057  0.851427869
## 224  167312.00  -9311.99745 -0.270507563 165660.87  -7660.86559 -0.235565071
## 225  106476.63  30773.37319  0.893946786 109231.03  28018.97448  0.861559525
## 226  139569.21  20680.79295  0.600763793 148515.66  11734.34015  0.360820934
## 227  143925.20  19074.79516  0.554110585 148443.49  14556.50637  0.447600133
## 230  204937.05  65062.94850  1.890036992 201030.48  68969.51821  2.120753756
## 231   70346.92  14653.08471  0.425662728  60137.17  24862.83281  0.764510865
## 233  207602.66  52397.33791  1.522109115 204748.31  55251.68520  1.698942111
## 234  208206.36  21793.63522  0.633091148 212651.43  17348.56977  0.533453697
## 235   96761.53  27238.46973  0.791260104 100626.94  23373.06189  0.718701683
## 237  149237.86  -4737.85736 -0.137631723 137932.06   6567.94001  0.201958544
## 238  124680.80   4319.20331  0.125470090 122732.64   6267.36449  0.192716103
## 239   97198.07  29801.93414  0.865727104  97519.73  29480.27112  0.906493148
## 240  126501.21   1498.78632  0.043538783 123712.13   4287.87059  0.131848357
## 241  158209.91  27790.08749  0.807284247 174663.41  11336.58776  0.348590387
## 243  134693.09 -20693.09012 -0.601121017 136923.20 -22923.19552 -0.704868676
## 245  192017.66 -14017.65657 -0.407203947 198943.54 -20943.54414 -0.643996088
## 246  201686.31  68313.69312  1.984469042 202259.96  67740.03957  2.082948338
## 247  196568.70  21431.30096  0.622565570 207415.62  10584.38078  0.325460665
## 248  235233.99    766.00864  0.022252060 240167.80  -4167.79968 -0.128156279
## 249  144166.70   2833.30425  0.082305674 152082.06  -5082.06088 -0.156269030
## 250  247763.30  -2413.29694 -0.070104731 252502.95  -7152.95317 -0.219947198
## 251  187057.96  18942.04392  0.550254246 195745.93  10254.06636  0.315303779
## 252  188228.22  10671.77585  0.310008255 198361.32    538.67512  0.016563800
## 253  187968.16   -968.16458 -0.028124561 198552.35 -11552.34995 -0.355224890
## 254  317997.95   2002.05060  0.058158288 325440.08  -5440.07567 -0.167277679
## 255  173358.38 -34858.38245 -1.012613689 140022.01  -1522.00819 -0.046800451
## 256  147807.53   7192.47027  0.208936656 146164.37   8835.62714  0.271687985
## 257  113043.13  45956.86905  1.335017618 129080.17  29919.82871  0.920009169
## 258  218525.16 -27525.16401 -0.799588389 224525.29 -33525.29436 -1.030874157
## 259  188766.91  11733.08805  0.340838695 201563.02  -1063.02439 -0.032687092
## 260  117009.04  32990.96061  0.958366281 124429.54  25570.46297  0.786269888
## 261  169912.59  -8162.59315 -0.237118104 172090.62 -10340.62463 -0.317965372
## 262  108427.07  19772.92641  0.574390851 114980.01  13219.98745  0.406503319
## 263  107256.81  19743.19448  0.573527157 111901.29  15098.71257  0.464272511
## 264  266227.53  51772.47362  1.503957207 269520.21  48479.79094  1.490712149
## 265  241716.91  30283.08806  0.879704317 242928.44  29071.56368  0.893925744
## 266  227432.20   9567.79573  0.277938339 236631.87    368.12580  0.011319554
## 267  244921.21  -4921.21033 -0.142958009 252164.64 -12164.63820 -0.374052231
## 268  216509.70   8390.29765  0.243732774 222878.23   2021.76502  0.062167547
## 269  134544.49   9205.50832  0.267414122 147103.31  -3353.30763 -0.103111345
## 270  134544.49   8455.50832  0.245627102 147566.64  -4566.64150 -0.140420324
## 271  246072.91 -14072.90973 -0.408809016 248416.28 -16416.27657 -0.504786478
## 272  205002.07   7997.93361  0.232334850 213608.57   -608.57353 -0.018713116
## 273  200451.02 -14951.02392 -0.434317671 208843.17 -23343.16942 -0.717782515
## 276  158488.54 -58488.54074 -1.699054656 162302.79 -62302.78517 -1.915757411
## 277  128061.57  15938.42891  0.463001154 131832.66  12167.34355  0.374135418
## 279  150668.18 -25468.18499 -0.739834466 151013.11 -25813.10522 -0.793730930
## 281   83609.95   6390.04665  0.185626764  88388.27   1611.73366  0.049559433
## 282   94077.35  45922.64898  1.334023547 120198.72  19801.27998  0.608872441
## 283  176089.01 -63089.00793 -1.832695282 163731.27 -50731.27488 -1.559943357
## 284   81269.42  -1269.41722 -0.036875757  78060.81   1939.18874  0.059628397
## 286  134563.06 -30563.06034 -0.887837332 118253.69 -14253.68625 -0.438288674
## 287  186491.39 -58491.39071 -1.699137446 160723.61 -32723.61098 -1.006223078
## 288   48260.42  10239.57947  0.297453227  38721.33  19778.66719  0.608177117
## 289  160243.94 -33243.94284 -0.965715252 145144.18 -18144.18088 -0.557918059
## 290  135064.61  -9064.61082 -0.263321140 117994.56   8005.44254  0.246160518
## 292  158618.57 -58618.57053 -1.702831938 146685.59 -46685.58794 -1.435541940
## 294  247196.73  10303.26844  0.299303351 228600.64  28899.35656  0.888630522
## 295  191841.18  23158.81945  0.672748876 190276.38  24723.61849  0.760230144
## 296  260654.81   5845.18571  0.169798902 242692.62  23807.37584  0.732056465
## 298  215924.57 -12789.56831 -0.371528770 220412.20 -17277.20468 -0.531259282
## 299  204853.47 -19853.46795 -0.576730531 198768.66 -13768.65657 -0.423374425
## 300  215060.81 -52560.80605 -1.526857759 209456.78 -46956.77721 -1.443880778
## 301  225611.79  63388.21272  1.841386990 214339.02  74660.97780  2.295761275
## 302   96222.84  29277.15753  0.850482679  84915.22  40584.77594  1.247947183
## 304  151383.35 -41383.34881 -1.202159784 126741.93 -16741.92536 -0.514799900
## 309  244642.58   1357.41790  0.039432121 247381.91  -1381.91201 -0.042492614
## 310  262196.60  -7296.60305 -0.211961646 262982.75  -8082.75320 -0.248537755
## 311  162956.00  27044.00034  0.785610893 164806.36  25193.63594  0.774682779
## 312  209943.20  -8943.19821 -0.259794181 218319.11 -17319.10698 -0.532547742
## 313  146637.26  23262.73834  0.675767653 147255.65  22644.34741  0.696294335
## 314  212562.36 -42562.36257 -1.236409378 216285.93 -46285.93499 -1.423252953
## 316  196030.01  23969.98876  0.696312825 206067.26  13932.74480  0.428419998
## 318  144185.26  29814.73559  0.866098977 166322.49   7677.51043  0.236076886
## 320  231658.17 -16758.17228 -0.486814174 240593.56 -25693.55843 -0.790054969
## 321  261676.48 -58776.48391 -1.707419221 264291.47 -61391.47108 -1.887735281
## 323  132482.58  36517.41622  1.060807558 135071.90  33928.09546  1.043259946
## 324  143275.06  30224.94408  0.878015271 164442.74   9057.25900  0.278502976
## 325  197999.03 -58999.02667 -1.713883946 198719.97 -59719.97248 -1.836338127
## 326  137683.78  28816.22483  0.837092879 156271.43  10228.56769  0.314519717
## 327   92191.92  -8691.91914 -0.252494685 104324.47 -20824.46502 -0.640334506
## 328  111742.83   7757.16690  0.225340731 117061.95   2438.05179  0.074968009
## 329  122600.32 -37600.32013 -1.092265223 129820.84 -44820.84249 -1.378202611
## 330   92191.92 -16191.91914 -0.470364883 102934.46 -26934.46341 -0.828211736
## 331   62155.04  13344.96115  0.387662576  72409.46   3090.53598  0.095031341
## 332   92191.92  -3941.91914 -0.114510227 102934.46 -14684.46341 -0.451534703
## 333   92191.92  -6691.91914 -0.194395966 103861.13 -18361.13115 -0.564589095
## 334  107126.78  22873.22426  0.664452518 111301.80  18698.20084  0.574953700
## 335  127541.45  30358.54804  0.881896381 128508.04  29391.96439  0.903777792
## 336  104461.17  45438.83485  1.319969056 114533.97  35366.02578  1.087475075
## 338  133132.73   2867.26730  0.083292279 147799.36 -11799.35722 -0.362820153
## 339  146460.79  14539.21435  0.422354867 151561.84   9438.16163  0.290215406
## 340  254849.92  30150.07979  0.875840512 253436.69  31563.30606  0.970544693
## 341  196243.62  34756.37543  1.009650450 207075.23  23924.76679  0.735666137
## 342  136755.00 -12254.99802 -0.355999845 128104.57  -3604.57439 -0.110837583
## 343  172643.22 -15643.21863 -0.454425484 174023.20 -17023.19935 -0.523448835
## 344  313428.34  31571.66173  0.917136557 305044.24  39955.75874  1.228605442
## 345  183955.81   5544.19009  0.161055172 196525.31  -7025.31147 -0.216022325
## 346  286057.07 -16057.06857 -0.466447560 290747.09 -20747.08941 -0.637955273
## 347  214364.21 -25364.21090 -0.736814085 220168.35 -31168.35346 -0.958400238
## 349  204351.92 -35851.91747 -1.041475245 209221.13 -40721.13054 -1.252139971
## 351  245487.78  32512.22430  0.944459297 246876.91  31123.08599  0.957008302
## 352  233720.08   6279.91982  0.182427650 233628.27   6371.72722  0.195925168
## 353  250363.89 -10863.89263 -0.315589124 249666.03 -10166.03477 -0.312596883
## 354  198370.55 -20870.54736 -0.606276037 204348.03 -26848.02961 -0.825553971
## 355  220215.55 -35215.55121 -1.022989213 227221.97 -42221.96934 -1.298289482
## 356  185776.23   5223.77310  0.151747264 198894.81  -7894.80699 -0.242758569
## 357  181550.26  -3550.25889 -0.103132747 192153.12 -14153.11953 -0.435196333
## 358  174983.75  10016.24524  0.290965511 185277.32   -277.32217 -0.008527420
## 359  177974.44   3341.56019  0.097070184 188872.21  -7556.20731 -0.232346919
## 360  156779.58   9220.41512  0.267847155 166215.71   -215.70573 -0.006632767
## 361  182980.59  -4980.58652 -0.144682849 193187.48 -15187.48409 -0.467002159
## 362  175698.92  -1698.91857 -0.049352497 186489.51 -12489.50526 -0.384041615
## 363  155284.24  17715.75764  0.514631416 164186.60   8813.40378  0.271004636
## 364  237444.50 -12444.49770 -0.361504690 245725.76 -20725.76163 -0.637299462
## 365  202271.44 -21771.44091 -0.632446417 204725.99 -24225.99073 -0.744928516
## 369  207992.75  52007.24856  1.510777269 217666.79  42333.20745  1.301709959
## 370  176042.56   8957.43831  0.260207847 186706.97  -1706.96993 -0.052487867
## 371  261500.01  -1500.00789 -0.043574269 262110.98  -2110.98265 -0.064910913
## 372  182525.48  -1525.48227 -0.044314283 186687.60  -5687.60335 -0.174888943
## 374  183565.72  31434.27945  0.913145689 186850.17  28149.82917  0.865583195
## 376  188051.75  11948.25187  0.347089066 192010.83   7989.16839  0.245660102
## 377  282304.77 -33304.77346 -0.967482343 283895.69 -34895.68716 -1.073012564
## 378  204221.89 -16721.88768 -0.485760130 202134.97 -14634.96806 -0.450012763
## 379  190392.28  -6392.28426 -0.185691764 194461.61 -10461.61087 -0.321685595
## 380  301725.66 -23725.65764 -0.689215162 296960.35 -18960.34982 -0.583014557
## 382  197590.37 -45590.36866 -1.324371016 193337.76 -41337.75801 -1.271100739
## 383  171751.58  25748.42121  0.747975148 181750.54  15749.45924  0.484282415
## 384  231008.02   9891.97665  0.287355587 240839.45     60.54584  0.001861733
## 386  259465.98 -39465.97757 -1.146461377 261513.51 -41513.51235 -1.276505035
## 387  255370.04 -20370.03935 -0.591736599 258151.32 -23151.31640 -0.711883198
## 388  155692.90  57307.09963  1.664734549 164472.14  48527.86191  1.492190290
## 389  151968.48  15931.51716  0.462800372 152374.65  15525.35075  0.477391270
## 390  186082.73 -28082.73270 -0.815785403 180824.76 -22824.75946 -0.701841851
## 391  167181.97  -2181.96767 -0.063384764 168304.71  -3304.71442 -0.101617145
## 393  166810.45 -30810.44697 -0.895023755 175650.01 -39650.00569 -1.219203797
## 394  115448.68  33051.31803  0.960119625 120015.68  28484.31904  0.875868473
## 395  146117.14   9882.85747  0.287090681 143931.03  12068.96825  0.371110462
## 396  127021.33    978.66718  0.028429655 132133.42  -4133.42284 -0.127099221
## 397  118569.40  24430.60320  0.709693379 123746.72  19253.27949  0.592021894
## 399   77368.52  43131.47633  1.252941769  87876.20  32623.80468  1.003154119
## 400   77368.52  47131.47633  1.369139207  87876.20  36623.80468  1.126150702
## 402   77368.52  52631.47633  1.528910685  88339.53  41660.47081  1.281023882
## 403  143581.56 -32581.56172 -0.946473505 143129.36 -32129.35637 -0.987950256
## 406  143581.56 -46581.56172 -1.353164540 142666.02 -45666.02250 -1.404191174
## 407  143581.56 -25581.56172 -0.743127987 142666.02 -24666.02250 -0.758459117
## 408  134953.15 -15453.14969 -0.448904103 141365.51 -21865.50917 -0.672345725
## 409  141696.13   2053.87016  0.059663613 142545.12   1204.88086  0.037049057
## 410  180054.92 -34054.91636 -0.989273514 182710.67 -36710.66807 -1.128821677
## 411  174073.55 -25573.54626 -0.742895143 176447.57 -27947.56553 -0.859363761
## 412  177110.68 -54110.67755 -1.571880534 171430.11 -48430.10565 -1.489184369
## 413  165361.55 -18361.55068 -0.533391290 166398.55 -19398.55277 -0.596488923
## 414  174073.55 -36173.54626 -1.050818356 176910.90 -39010.89940 -1.199551825
## 415  180054.92 -33054.91636 -0.960224154 183637.34 -36637.33582 -1.126566772
## 416  173098.32 -24598.32288 -0.714565528 176353.08 -27853.07525 -0.856458265
## 417  174073.55 -36073.54626 -1.047913420 177374.23 -39374.23327 -1.210724031
## 418  162872.42 -34372.41611 -0.998496678 156984.53 -28484.53237 -0.875875033
## 419  108297.04  -8297.04380 -0.241023810 111137.19 -11137.18717 -0.342458990
## 420  123120.44  25679.56073  0.745974796 126195.46  22604.54474  0.695070437
## 426  241651.90  14648.10295  0.425518011 246103.70  10196.30378  0.313527629
## 429  308728.70  26271.30264  0.763164519 309068.95  25931.05236  0.797357704
## 436  253484.61  42515.39253  1.235044929 257103.75  38896.25470  1.196026598
## 438  249258.64   6241.36054  0.181307527 253605.39   1894.60506  0.058257487
## 440  248998.58  25901.42011  0.752419669 252406.42  22493.58161  0.691658416
## 441  266273.97  33726.02739  0.979719500 263687.87  36312.13274  1.116567056
## 442  284283.10  39716.90219  1.153750576 283471.92  40528.08015  1.246203837
## 443  311329.29  38670.70695  1.123359275 309938.70  40061.29978  1.231850739
## 444  256995.41  23004.58834  0.668268561 260779.91  19220.08582  0.591001217
## 445  243537.33  40462.67107  1.175414685 246224.60  37775.40042  1.161561287
## 446  222946.18  46553.82331  1.352358757 232397.88  37102.11883  1.140858453
## 450  293663.81  -3663.81098 -0.106431363 298712.12  -8712.12200 -0.267890308
## 451  242041.99  13858.01360  0.402566421 246048.83   9851.17444  0.302915197
## 452  167702.09  45297.91319  1.315875372 183212.68  29787.31795  0.915934576
## 453  164321.31  31678.68760  0.920245590 179672.67  16327.33243  0.502051522
## 454  164321.31  20178.68760  0.586177954 179672.67   4827.33243  0.148436348
## 455  196810.19  15689.81005  0.455778935 206884.18   5615.81838  0.172681617
## 456  193949.53  36050.46532  1.047242933 203888.78  26111.21525  0.802897559
## 460  261397.86 -12897.85568 -0.374674449 259508.74 -11008.74489 -0.338509499
## 461  248933.56  37566.43500  1.091280882 251411.67  35088.32656  1.078936061
## 462  223707.79  30292.21326  0.879969398 226851.05  27148.94528  0.834806871
## 463  199865.89 -26865.88989 -0.780436898 208230.47 -35230.47461 -1.083306992
## 464  214234.18 -41234.18111 -1.197826558 223275.54 -50275.53615 -1.545929780
## 465  203181.65 -19181.64940 -0.557214632 212629.08 -28629.07963 -0.880319737
## 466  176284.05  -8484.05260 -0.246456295 192198.87 -24398.87266 -0.750244487
## 467  175893.96  -1893.96325 -0.055018420 191790.41 -17790.40945 -0.547039890
## 468  180835.10  -6835.09507 -0.198555135 196964.28 -22964.27677 -0.706131889
## 469  209618.12 -35618.12375 -1.034683687 220295.39 -46295.39033 -1.423543697
## 470  210528.33 -34628.33224 -1.005930878 221248.47 -45348.47115 -1.394426741
## 471  209618.12 -17118.12375 -0.497270534 219368.72 -26868.72259 -0.826190262
## 472  206302.36 -25302.36424 -0.735017479 215896.79 -34896.78531 -1.073046331
## 473  187838.13  -7838.13479 -0.227692797 196562.86 -16562.86006 -0.509293795
## 474  182962.02 -22762.01786 -0.661222044 191457.07 -31257.06994 -0.961128194
## 475  201621.29 -13121.29198 -0.381165130 210531.89 -22031.89292 -0.677461883
## 476  226800.62 -26800.62401 -0.778540966 243704.86 -43704.85667 -1.343887000
## 477  197850.43 -27850.42822 -0.809037106 206583.42 -36583.41523 -1.124908760
## 478  214494.24 -24994.24068 -0.726066687 224011.18 -34511.17883 -1.061189262
## 479  229884.20 -45784.20152 -1.330001737 231465.05 -47365.05338 -1.456434922
## 480  212153.70 -16653.70455 -0.483779453 221560.40 -26060.39958 -0.801335020
## 481  205327.14 -13327.14085 -0.387144908 213948.96 -21948.95954 -0.674911752
## 482  195769.95 -17769.95167 -0.516205717 203941.61 -25941.61091 -0.797682370
## 483  193949.53  13550.46532  0.393632341 203888.78   3611.21525  0.111041783
## 484  255193.56 -19193.56333 -0.557560724 264774.17 -28774.17153 -0.884781189
## 485  267917.91 -10417.91358 -0.302633719 271290.22 -13790.21630 -0.424037369
## 486  212952.45  31047.54808  0.901911391 228277.74  15722.25501  0.483445908
## 487  197850.43 -30850.42822 -0.896185185 206583.42 -39583.41523 -1.217156197
## 488  196438.67 -17438.66925 -0.506582175 210986.14 -31986.13579 -0.983546346
## 489  177844.41  12155.58998  0.353112105 191516.06  -1516.05614 -0.046617431
## 490  201491.26 -45491.26220 -1.321492037 208079.07 -52079.06916 -1.601386879
## 491  258834.40 -13834.39730 -0.401880383 268123.16 -23123.16095 -0.711017442
## 492  188311.81  -7311.80770 -0.212403332 202013.15 -21013.15172 -0.646136461
## 493  242450.64 -28450.64442 -0.826473002 250967.71 -36967.70615 -1.136725378
## 494  201491.26 -33491.26220 -0.972899721 208079.07 -40079.06916 -1.232397132
## 495  291388.29  45611.71026  1.324990976 294476.08  42523.91554  1.307574069
## 497  312323.09  14676.91490  0.426354980 316860.28  10139.72276  0.311787811
## 498  296914.56  43085.44440  1.251604571 299799.31  40200.68728  1.236136785
## 499  307446.97  28553.03183  0.829447291 310827.82  25172.18062  0.774023046
## 500  260914.87   4085.12614  0.118670298 268911.63  -3911.62979 -0.120279274
## 501  271753.79  43246.20776  1.256274643 271600.10  43399.89978  1.334509836
## 502  280549.37 -20549.37137 -0.596946080 288080.94 -28080.94305 -0.863465006
## 503  242515.66  17484.34069  0.507908901 249182.45  10817.55213  0.332630485
## 504  282741.31 -19191.30905 -0.557495239 282641.81 -19091.81342 -0.587056950
## 506  228797.52  19202.48299  0.557819835 234354.82  13645.17554  0.419577489
## 508  247893.33  27106.67328  0.787431501 253102.44  21897.55855  0.673331216
## 509  245422.76  12077.23919  0.350836065 250515.51   6984.49221  0.214767168
## 511  248283.42  27216.58392  0.790624335 253047.57  22452.42922  0.690393014
## 512  230729.40  14270.60488  0.414551934 234203.39  10796.60751  0.331986456
## 513  236664.32  16335.68101  0.474541073 247688.84   5311.16156  0.163313680
## 516  241001.75 -31001.74813 -0.900580932 245886.26 -35886.25808 -1.103471774
## 520  199670.85  30129.15479  0.875232654 210342.91  19457.08764  0.598288820
## 521  266208.96 -16208.95772 -0.470859843 264083.12 -14083.12394 -0.433044028
## 523  231769.63   6730.36660  0.195512840 235292.63   3207.37229  0.098623957
## 524  326329.16 -16329.16454 -0.474351774 319764.11  -9764.11478 -0.300238187
## 525  254329.80  15670.19893  0.455209245 258915.42  11084.58334  0.340841467
## 526  264602.15 -12602.15407 -0.366084506 269208.28 -17208.28064 -0.529139926
## 527  209293.05  31706.95071  0.921066615 219491.67  21508.32955  0.661362756
## 529  216574.72  74425.28276  2.162006807 227116.32  63883.68297  1.964368668
## 530  244661.15  18338.84924  0.532731827 255135.67   7864.33351  0.241821536
## 531  187903.15  -2903.14969 -0.084334639 196167.60 -11167.60339 -0.343394262
## 532  209488.09  25011.90603  0.726579854 218305.90  16194.09956  0.497954725
## 533  215989.58  -6989.58321 -0.203042916 225113.62 -16113.62060 -0.495480065
## 534  187708.11 -28708.10501 -0.833952068 197353.37 -38353.37340 -1.179333462
## 535  182701.96 -30701.95829 -0.891872229 191648.10 -39648.09500 -1.219145045
## 536  154699.11 -11199.10832 -0.325326926 169133.91 -25633.90786 -0.788220765
## 537  226326.95 -33326.95110 -0.968126589 236401.23 -43401.22952 -1.334550725
## 538  235930.59 -32930.58652 -0.956612452 238722.90 -35722.90087 -1.098448679
## 539  186537.84  -1637.83695 -0.047578115 194274.65  -9374.64828 -0.288262425
## 540  180946.56 -21946.55620 -0.637533404 188883.34 -29883.34282 -0.918887259
## 541  122730.35  19269.65008  0.559770996 143393.68  -1393.67917 -0.042854444
## 542  122730.35  30269.65008  0.879313952 142930.35  10069.65470  0.309633278
## 544  246481.57 -26481.56775 -0.769272586 253798.49 -33798.49104 -1.039274721
## 546  201751.32 -12751.32177 -0.370417732 209278.05 -20278.04571 -0.623532579
## 547  191887.63 -20387.62678 -0.592247503 202514.06 -31014.06071 -0.953655868
## 548  158534.99 -38534.98698 -1.119416696 162030.45 -42030.44984 -1.292400421
## 549  166011.70 -21011.69960 -0.610376419 174492.67 -29492.66674 -0.906874303
## 550  208642.90 -24642.90036 -0.715860476 213250.89 -29250.89197 -0.899439935
## 551  170432.71  -8432.71229 -0.244964892 177268.58 -15268.58096 -0.469495819
## 552  201769.89 -41769.89043 -1.213388570 207765.12 -47765.12276 -1.468736713
## 553   75873.18   6126.81885  0.177980164  77043.74   4956.25775  0.152400691
## 554  130383.54 -54383.53856 -1.579806972 108459.66 -32459.66022 -0.998106818
## 555  114018.35  -4018.35433 -0.116730620 114811.31  -4811.31155 -0.147943719
## 556  114018.35  20981.64567  0.609503371 121761.32  13238.68038  0.407078110
## 557  106476.63  34523.37319  1.002881885 106451.02  34548.97771  1.062351545
## 558  106476.63  15523.37319  0.450944051 106451.02  15548.97771  0.478117779
## 559  116618.95   7481.04997  0.217319711 118924.40   5175.59877  0.159145240
## 560  109597.34  19402.65835  0.563634801 110645.40  18354.60429  0.564388399
## 561  124680.80   6719.20331  0.195188554 125512.64   5887.36126  0.181031329
## 562  106476.63 -44093.62681 -1.280891624 108304.36 -45921.35778 -1.412042515
## 563  109597.34  13402.65835  0.389338643 110182.06  12817.93816  0.394140646
## 565  222621.10  12378.89777  0.359599053 226497.49   8502.51130  0.261444958
## 570  161070.57  33929.43222  0.985628280 177658.81  17341.19089  0.533226803
## 571  175048.77  -2548.76965 -0.074040126 188125.40 -15625.40260 -0.480467779
## 572  177714.38   2285.61976  0.066395791 191379.90 -11379.90174 -0.349922255
## 573  202921.59 -46921.58983 -1.363042139 209576.77 -53576.76759 -1.647439826
## 576  217336.33  -5836.32729 -0.169541571 208596.14   2903.85783  0.089291147
## 577  221645.88  19954.12115  0.579654442 220842.99  20757.00804  0.638260262
## 580  180575.04 -26575.03550 -0.771987764 179548.61 -25548.61471 -0.785598073
## 581  173163.34  11836.66223  0.343847458 172714.48  12285.51853  0.377769198
## 582  176219.04   9530.96229  0.276868351 174987.44  10762.55779  0.330939456
## 583  244401.09 -44401.09119 -1.289823267 240963.34 -40963.34154 -1.259587752
## 584  242905.75 -36905.74866 -1.072088367 239860.90 -33860.89977 -1.041193736
## 585  170107.64  -8107.63782 -0.235521687 170441.52  -8441.52074 -0.259569550
## 586  251051.18   5848.82113  0.169904508 252880.97   4019.03265  0.123581820
## 587  191497.54   6402.46257  0.185987438 190522.25   7377.74929  0.226859487
## 588  137163.66  25836.34397  0.750529248 142290.13  20709.86759  0.636810733
## 590  257274.04 -27274.03989 -0.792293394 256295.96 -26295.96294 -0.808578392
## 591  166141.73   1758.27061  0.051076635 168605.48   -705.48081 -0.021692932
## 593  245877.87 -18877.86506 -0.548389892 247748.71 -20748.71110 -0.638005138
## 594  106476.63  23523.37319  0.683338928 109231.03  20768.97448  0.638628220
## 595  152247.11  -9247.11107 -0.268622655 157157.38 -14157.37544 -0.435327198
## 596  110442.54   7057.46475  0.205014832 112457.07   5042.93292  0.155065879
## 598  165231.52   7268.47911  0.211144664 164872.40   7627.60325  0.234542283
## 599  166661.85  -5161.84853 -0.149948394 164516.76  -3016.75970 -0.092762783
## 600   79318.97  62181.02955  1.806319092  85285.17  56214.82735  1.728557910
## 601  106476.63  11523.37319  0.334746612 105524.35  12475.64545  0.383615438
## 602  135584.73  -8084.72996 -0.234856228 128269.19   -769.18637 -0.023651824
## 603  109745.94  30254.05991  0.878861068 115755.30  24244.69863  0.745503768
## 606  177974.44 -10974.43981 -0.318800449 174972.19  -7972.19116 -0.245138067
## 607  135668.31  17331.68649  0.503474395 137017.69  15982.31420  0.491442506
## 609  125330.95  28669.05439  0.832817672 128510.08  25489.91989  0.783793257
## 610  189435.63 -11935.62953 -0.346722395 195170.87 -17670.86700 -0.543364062
## 611  173358.38 -15358.38245 -0.446151176 170138.71 -12138.70985 -0.373254956
## 612  117984.26   6515.73723  0.189277994 117574.02   6925.98077  0.212967991
## 613  181875.33  -7375.33335 -0.214248711 177666.82  -3166.82164 -0.097377060
## 614  112718.06   9281.94351  0.269634516 110206.43  11793.56958  0.362642188
## 615   67226.20  15273.79954  0.443694096  63356.14  19143.86428  0.588657470
## 616  128516.68 -18516.67534 -0.537897562 124432.52 -14432.52104 -0.443787690
## 617  177259.28 -27759.27599 -0.806389192 169126.67 -19626.66936 -0.603503313
## 618  189352.05 -14352.04598 -0.416917746 188275.70 -13275.70305 -0.408216526
## 619  186296.35 -19296.34603 -0.560546496 178589.40 -11589.40037 -0.356364159
## 620  118569.40  10330.60320  0.300097408 116796.71  12103.28757  0.372165751
## 622  122665.34  24334.66498  0.706906435 118305.57  28694.42710  0.882329116
## 624  173878.50  13621.49842  0.395695807 169293.33  18206.67415  0.559839674
## 625  170042.62 -11042.62293 -0.320781125 166203.44  -7203.43870 -0.221499585
## 626  181290.20  74709.80068  2.170271870 179370.80  76629.20381  2.356282543
## 627  237639.54 -32639.54238 -0.948157806 230176.64 -25176.64160 -0.774160218
## 628  218673.76 -25173.76245 -0.731281680 219441.85 -25941.85484 -0.797689871
## 630  134191.54 -29291.53964 -0.850900470 124208.98 -19308.97591 -0.593734511
## 631  124680.80  25319.20331  0.735506643 123195.97  26804.03062  0.824201040
## 632  175503.87 -19003.87389 -0.552050368 169141.92 -12641.92040 -0.388728251
## 633  194924.76 -18924.75807 -0.549752104 183133.25  -7133.25080 -0.219341367
## 634  143646.58   5853.42339  0.170038201 136710.76  12789.24063  0.393258222
## 636  158404.96  -3404.95719 -0.098911826 151700.95   3299.04974  0.101442961
## 638  140154.34  12845.65892  0.373158166 138935.01  14064.99052  0.432486441
## 639   99213.53  44786.47248  1.301018347 104263.46  39736.53916  1.221864627
## 640  169262.44   6737.55578  0.195721681 164923.18  11076.82159  0.340602800
## 641  134628.08  18371.92477  0.533692650 132685.11  20314.88652  0.624665403
## 642  171621.55 -36621.54901 -1.063832549 173274.38 -38274.37666 -1.176904380
## 643  148457.68 -17457.67865 -0.507134386 139431.80  -8431.80293 -0.259270736
## 645  122600.32   3399.67987  0.098758523 118700.83   7299.17043  0.224443254
## 646   86535.62  28464.37650  0.826871910  90525.07  24474.92734  0.752583104
## 648  101860.57  11139.43055  0.323593324  94204.20  18795.80096  0.577954820
## 649  117334.11  28165.88615  0.818200957 113649.91  31850.08989  0.979363051
## 650  128971.78 -26071.77959 -0.757368502 126299.06 -23399.06307 -0.719501197
## 652  207797.71 -55297.70676 -1.606362972 191052.53 -38552.53025 -1.185457365
## 653  128321.63   1578.36934  0.045850619 124228.29   5671.71056  0.174400254
## 654  142606.34 -10606.33834 -0.308107337 130524.85   1475.14844  0.045359554
## 655   43579.35  56320.65172  1.636078868  54669.80  45230.20148  1.390790050
## 657  138203.89  10796.10569  0.313619957 129479.35  19520.64851  0.600243263
## 658   88746.13  25253.87015  0.733608757  67356.33  46643.66543  1.434252858
## 659  101795.55   7704.44544  0.223809207  84406.11  25093.88947  0.771615660
## 660  120389.81   4610.18621  0.133922957 104339.52  20660.47595  0.635291983
## 662  218395.13 -61895.13423 -1.798014016 184542.43 -28042.42699 -0.862280670
## 664  110526.12  -5526.11880 -0.160530213  99428.87   5571.12546  0.171307348
## 665  105306.36    693.64125  0.020149834  86228.94  19771.05607  0.607943081
## 668  169132.41 -15132.41444 -0.439586950 165250.36 -11250.35788 -0.345938892
## 670  221552.99 -21552.98638 -0.626100453 230654.34 -30654.34006 -0.942594765
## 671  141241.03   2258.97441  0.065621760 133728.57   9771.43096  0.300463153
## 672  151253.32 -16253.31903 -0.472148510 143749.12  -8749.12421 -0.269028094
## 673  135213.21  17786.79074  0.516694881 134687.81  18312.19009  0.563084199
## 674  175503.87 -18003.87389 -0.523001008 170531.92 -13031.92201 -0.400720467
## 675  153658.87 -40158.87005 -1.166589460 146731.31 -33231.31454 -1.021834528
## 676  117659.19  15340.81169  0.445640756 112600.29  20399.70549  0.627273514
## 677   59703.04  33196.95840  0.964350384  67846.27  25053.72646  0.770380682
## 679   88811.14   1188.85526  0.034535484  90127.77   -127.77149 -0.003928864
## 681  117984.26  10015.73723  0.290950753 117110.69  10889.31464  0.334837121
## 683   97894.66  21005.33898  0.610191647  93294.83  25605.17316  0.787337197
## 684  127216.38  10783.62251  0.313257329 127240.98  10759.01815  0.330830615
## 685  124940.86   7559.14374  0.219588285 124858.28   7641.72020  0.234976367
## 686  116182.41  17317.58556  0.503064771 118788.27  14711.72665  0.452373024
## 688  196828.76 -52078.75860 -1.512854590 194714.58 -49964.57962 -1.536368132
## 689  111482.77  33517.22647  0.973653967 119569.64  25430.35736  0.781961761
## 690  147352.43 -20352.42548 -0.591224928 142444.50 -15444.49535 -0.474905036
## 691  108427.07   1072.92641  0.031167825 108956.67    543.32779  0.016706865
## 692  158990.09 -43990.09122 -1.277883982 137486.96 -22486.96118 -0.691454843
## 693  130272.08 -20272.07744 -0.588890869 107737.25   2262.74938  0.069577610
## 694  169002.38 -40102.38465 -1.164948595 152140.86 -23240.85506 -0.714636436
## 697  135213.21  -5213.20926 -0.151440391 112911.12  17088.88206  0.525468522
## 698  145485.56 -16485.56226 -0.478895027 123667.32   5332.68422  0.163975483
## 699  151596.96  -1596.96215 -0.046390728 143503.26   6496.74499  0.199769357
## 701  131785.99 -37235.98862 -1.081681626 121690.12 -27140.11945 -0.834535484
## 702  177732.95 -53232.94890 -1.546383078 176893.63 -52393.63038 -1.611059368
## 703  198825.65 -63825.65161 -1.854094309 180731.21 -45731.20869 -1.406195593
## 704  144380.31 -41380.30909 -1.202071482 122510.00 -19510.00336 -0.599915933
## 706  136643.54  -7143.53689 -0.207515172 132942.17  -3442.17124 -0.105843824
## 707  140479.42 -47479.41554 -1.379246619 138812.06 -45812.06162 -1.408681752
## 708   77173.48   2826.52100  0.082108625  64505.27  15494.72987  0.476449705
## 711  107906.95 -16606.95445 -0.482421393  97292.04  -5992.04168 -0.184250162
## 712  101795.55  -2295.55456 -0.066684390  83942.78  15557.22334  0.478371325
## 714  119368.14 -31868.14417 -0.925749182 104054.04 -16554.03523 -0.509022439
## 715  133782.88 -23782.88163 -0.690877482 128556.77 -18556.77275 -0.570604907
## 718  209896.75 -49896.75198 -1.449468694 178744.73 -18744.72935 -0.576384411
## 719  163151.04 -44151.04434 -1.282559567 137673.90 -18673.89723 -0.574206384
## 722  204872.04 -61872.03660 -1.797343045 175015.71 -32015.70778 -0.984455659
## 724  164014.81 -39114.80660 -1.136260085 133802.64  -8902.64080 -0.273748598
## 725  147287.41 -28287.41059 -0.821731164 122453.06  -3453.06166 -0.106178696
## 726  178299.51 -31799.51427 -0.923755527 150292.55  -3792.54810 -0.116617614
## 730  172513.19 -23513.18884 -0.683043080 150257.02  -1257.01749 -0.038652214
## 731  209163.02  -4163.01950 -0.120933051 181825.47  23174.52756  0.712596922
## 732  157838.39 -20838.39182 -0.605341939 145868.66  -8868.66152 -0.272703764
## 733  141306.04 -20306.04049 -0.589877473 114336.62   6663.37637  0.204893130
## 734  107275.37  20724.62582  0.602037109 103438.36  24561.64359  0.755249554
## 735  155869.38 -20969.37639 -0.609146957 139315.93  -4415.92809 -0.135786016
## 736  137943.83 -20943.83474 -0.608404988 122720.37  -5720.36848 -0.175896443
## 737  171212.89 -38712.89100 -1.124584694 156308.82 -23808.81540 -0.732100731
## 738  124550.77 -31550.76690 -0.916529576 108233.13 -15233.13108 -0.468405765
## 739  138185.33 -19185.32565 -0.557321425 115702.26   3297.74333  0.101402790
## 741  150361.68  -8861.67919 -0.257426106 140819.79    680.21343  0.020915982
## 742  123464.08   9535.91761  0.277012300 119926.25  13073.75427  0.402006773
## 744  107191.79  -2191.79063 -0.063670114  93299.86  11700.14464  0.359769451
## 746  153157.32  -3157.31956 -0.091718112 144673.77   5326.22602  0.163776899
## 747  119999.72   6500.27556  0.188828843 103931.06  22568.93916  0.693975596
## 748  218153.64  -3653.64332 -0.106135999 194803.88  19696.12410  0.605638987
## 750  194358.19 -39358.19269 -1.143330295 169424.29 -14424.28625 -0.443534478
## 755  204890.61 -55890.60526 -1.623586294 186012.80 -37012.79936 -1.138111956
## 756   76328.29  26671.71460  0.774796230  65936.94  37063.06413  1.139657555
## 757  172188.11 -49188.11438 -1.428883226 146209.96 -23209.96051 -0.713686454
## 759  187726.67 -52726.67367 -1.531676107 168040.42 -33040.41815 -1.015964627
## 761  170627.76 -54627.75696 -1.586901360 144576.11 -28576.10767 -0.878690895
## 762   66966.14  21783.85911  0.632807158  65863.83  22886.16986  0.703730169
## 765  125200.92  34699.08417  1.007986176 133933.93  25966.06783  0.798434400
## 767  168417.25 -64817.25062 -1.882899626 146894.82 -43294.82153 -1.331278770
## 768  122600.32 -59600.32013 -1.731351136 110824.15 -47824.15375 -1.470551866
## 770  123185.45  15814.54584  0.459402430 124873.53  14126.46916  0.434376857
## 771  188831.93 -16331.92684 -0.474432017 192827.76 -20327.75803 -0.625061191
## 773  108752.15  21247.85195  0.617236493 111613.73  18386.27242  0.565362167
## 774  146637.26   3262.73834  0.094780459 148645.65   1254.34580  0.038570061
## 775  106086.54  28813.46254  0.837012637 115772.57  19127.42961  0.588152118
## 776  106216.57  30783.43275  0.894239010 115908.72  21091.27521  0.648538692
## 777  121300.02  17699.97772  0.514173019 122435.96  16564.04187  0.509330135
## 778  148801.32  16198.67823  0.470561230 150769.28  14230.71948  0.437582465
## 779  153398.81  -5398.81048 -0.156831987 147385.67    614.32652  0.018890016
## 780  184949.60 -19949.60195 -0.579523162 186303.54 -21303.53524 -0.655065506
## 784  101098.96  33901.04060  0.984803521 106237.70  28762.30031  0.884416159
## 785   77173.48   5326.52100  0.154732024  73771.95   8728.05244  0.268380155
## 786  171686.56  18313.43610  0.531993592 171952.45  18047.54775  0.554946673
## 789  189222.02 -61722.01619 -1.792985048 183042.88 -55542.87606 -1.707895982
## 790  120064.74   1435.26067  0.041693403 118362.49   3137.51193  0.096475811
## 792  185971.27 -31571.27157 -0.917125223 175005.68 -20605.67727 -0.633606970
## 793   64885.66  48114.33567  1.397690642  61368.69  51631.30967  1.587618657
## 794  121104.98   3895.02239  0.113147906 118525.06   6474.94445  0.199099010
## 795   76133.24   7866.75928  0.228524320  80559.39   3440.61185  0.105795874
## 796  118504.38  20995.61809  0.609909261 129701.98   9798.01636  0.301280632
## 798  161200.60 -56200.59756 -1.632591372 145824.93 -40824.92636 -1.255331604
## 799  119368.14 -11368.14417 -0.330237309 117954.05  -9954.05139 -0.306078575
## 800  177500.77 -15500.76690 -0.450287353 178788.58 -16788.57693 -0.516234396
## 803  251292.67  20607.33021  0.598629747 256056.20  15843.79928  0.487183290
## 804  223921.40 -10921.40008 -0.317259679 228785.70 -15785.70047 -0.485396802
## 805  230682.95   9217.05111  0.267749433 235865.73   4034.27056  0.124050373
## 806  268958.15 -29458.15186 -0.855740448 269136.11 -29636.11443 -0.911285197
## 816  289716.47 -20216.47120 -0.587275543 300923.17 -31423.16557 -0.966235493
## 817  289716.47 -20216.47120 -0.587275543 300923.17 -31423.16557 -0.966235493
## 818  289716.47 -20216.47120 -0.587275543 300923.17 -31423.16557 -0.966235493
## 820  249323.65  47676.34565  1.384967312 254136.81  42863.19399  1.318006592
## 821  243602.34  51890.65618  1.507390335 248609.35  46883.65386  1.441632298
## 823  233069.93   6830.06875  0.198409124 237580.84   2319.16051  0.071312204
## 824  252574.40 -40574.39897 -1.178660309 257540.67 -45540.66609 -1.400336571
## 825  257125.44  15374.55856  0.446621081 262306.07  10193.92980  0.313454631
## 826  283762.98 -44762.97867 -1.300335867 282463.97 -43463.96836 -1.336479890
## 828  192389.18   7610.82274  0.221089527 202254.93  -2254.93191 -0.069337230
## 829  219156.74   2643.25572  0.076784886 223012.32  -1212.31835 -0.037277753
## 830  188618.31   5881.68650  0.170859227 198306.45  -3806.45422 -0.117045215
## 831  235020.38   1979.62198  0.057506751 238233.15  -1233.15392 -0.037918429
## 832  171863.04   1136.96008  0.033027962 187569.62 -14569.62295 -0.448003457
## 833  215404.45  59595.55082  1.731212590 218014.25  56985.74842  1.752263074
## 834  222881.16  10618.83820  0.308470450 227233.13   6266.86862  0.192700856
## 836  117919.25  34080.75212  0.990024026 134649.30  17350.70472  0.533519345
## 837  114668.50  28331.49674  0.823011839 130318.77  12681.23254  0.389937065
## 838  194098.13  37401.86688  1.086500283 207145.35  24354.64508  0.748884527
## 839  216509.70  -4509.70235 -0.131003965 222414.90 -10414.90111 -0.320249310
## 840  203636.75   3363.24635  0.097700153 209862.28  -2862.28294 -0.088012755
## 841  121625.10  23374.90325  0.679025972 137603.03   7396.97197  0.227450568
## 842  114668.50  23331.49674  0.677765040 130318.77   7681.23254  0.236191338
## 843  224181.46 -26281.45965 -0.763459574 231374.68 -33474.67864 -1.029317766
## 844  206107.32  -2107.31956 -0.061216284 212912.55  -8912.55047 -0.274053312
## 845  201556.28  -9556.27709 -0.277603730 208147.15 -16147.14636 -0.496510954
## 846  194618.25   5381.74774  0.156336326 208153.31  -8153.30640 -0.250707206
## 847  216444.69 -21444.68745 -0.622954439 225126.83 -30126.82714 -0.926374193
## 848  210788.39  16211.60819  0.470936837 219204.11   7795.88940  0.239716938
## 849  228147.37   1852.63191  0.053817771 236917.39  -6917.38955 -0.212703818
## 850  201491.26 -14391.26220 -0.418056952 209005.74 -21905.73690 -0.673582693
## 851  202401.47    598.52931  0.017386893 210422.15  -7422.15160 -0.228224820
## 852  205522.19  -4522.18553 -0.131366594 213226.52 -12226.52340 -0.375955148
## 853  117919.25   6080.75212  0.176641955 126309.29  -2309.28559 -0.071008559
## 854  109272.27  30727.73281  0.892620962 117255.02  22744.98222  0.699388769
## 855  109727.37  25172.62856  0.731248741 118194.89  16705.10794  0.513667796
## 856  117919.25  32580.75212  0.946449987 125845.95  24654.04828  0.758090920
## 857  106476.63  30023.37319  0.872159766 114327.70  22172.30189  0.681779338
## 858  132742.64  10757.35665  0.312494322 141367.55   2132.44632  0.065570902
## 859  106476.63  27023.37319  0.785011687 111547.69  21952.30512  0.675014626
## 860  108427.07  14572.92641  0.423334181 113590.01   9409.98907  0.289349124
## 861  100235.20  33664.80286  0.977940966 105012.28  28887.71647  0.888272599
## 862  100235.20  32764.80286  0.951796543 105012.28  27987.71647  0.860598368
## 863  213258.96  36741.04227  1.067303751 221791.04  28208.95574  0.867401287
## 864  279620.59 -24870.59422 -0.722474836 284007.45 -29257.44646 -0.899641480
## 865  253874.70 -17374.69682 -0.504723817 256122.21 -19622.20689 -0.603366096
## 866  259335.95   2164.05221  0.062864331 261840.69   -340.69182 -0.010475982
## 867  306713.24   6286.76431  0.182626477 303251.88   9748.11658  0.299746256
## 868  220670.66 -22170.65546 -0.644043344 229551.85 -31051.84524 -0.954817710
## 869  230097.81 -19097.81486 -0.554779293 238959.71 -27959.70560 -0.859737058
## 870  235995.60 -15995.60141 -0.464661978 236474.31 -16474.30871 -0.506570917
## 871  206302.36  -3302.36424 -0.095931566 211726.78  -8726.78046 -0.268341043
## 872  256475.29  23024.70748  0.668853009 259308.63  20191.37118  0.620867412
## 873  200646.07   9353.93140  0.271725718 206267.40   3732.60221  0.114774329
## 874  240760.26 -21260.25721 -0.617596858 248271.03 -28771.03117 -0.884684626
## 875  220085.52 -29085.52143 -0.844915773 226159.15 -35159.14719 -1.081113735
## 876  187318.02  -9318.01565 -0.270682388 194164.91 -16164.90696 -0.497057077
## 877  214494.24  -1494.24068 -0.043406735 222157.84  -9157.84335 -0.281595858
## 878  134544.49   9455.50832  0.274676462 147566.64  -3566.64150 -0.109671179
## 879  134544.49   5455.50832  0.158479023 147566.64  -7566.64150 -0.232667761
## 880  241781.93  51418.07317  1.493662101 246239.85  46960.14937  1.443984469
## 881  220865.70 -30865.70014 -0.896628825 230682.74 -40682.74459 -1.250959636
## 882  206042.30 -16042.30467 -0.466018678 215161.14 -25161.14263 -0.773683637
## 883  175373.84  -1873.84411 -0.054433972 191245.79 -17745.79184 -0.545667937
## 884  170172.65   -172.65272 -0.005015451 186726.28 -16726.28346 -0.514318925
## 885   94402.43  13597.57451  0.395000833  95982.41  12017.58918  0.369530599
## 886  146915.89  20084.11011  0.583430538 150185.04  16814.95671  0.517045552
## 887   74247.81  25752.19116  0.748084663  69781.81  30218.19425  0.929183654
## 888  233478.59 -34978.58927 -1.016105620 243426.39 -44926.38782 -1.381448039
## 889  172123.10 -12623.09949 -0.366692957 174868.58 -15368.58335 -0.472570807
## 892  277131.46  42868.54035  1.245303647 275520.09  44479.90620  1.367719111
## 893  149107.83  -3607.82758 -0.104805081 163742.60 -18242.60240 -0.560944437
## 894   95684.15  22315.84533  0.648261017  88663.53  29336.46737  0.902071306
## 895   78148.70   6851.29762  0.199025809  83596.45   1403.55085  0.043157989
## 898  106476.63  -6576.62681 -0.191046798  88381.00  11518.99870  0.354199368
## 900  159398.75 -39498.74924 -1.147413373 160939.20 -41039.19664 -1.261920232
## 903  157169.67 -47169.67424 -1.370248832 132800.80 -22800.79630 -0.701105005
## 904  134693.09 -12693.09012 -0.368726140 126729.85  -4729.85035 -0.145438857
## 909  176219.04 -36719.03771 -1.066664533 162014.09 -22514.09380 -0.692289148
## 911  160160.36 -55160.35929 -1.602373116 142882.36 -37882.35565 -1.164850069
## 913  159510.21 -12010.21036 -0.348888920 133398.24  14101.75993  0.433617069
## 914  183955.81 -46505.80991 -1.350963999 163165.27 -25715.27271 -0.790722664
## 915  182311.87 -27311.86894 -0.793392304 158806.26  -3806.26077 -0.117039267
## 916  203785.35 -26785.35209 -0.778097327 185318.82  -8318.82081 -0.255796632
## 917  204546.96 -59546.96214 -1.729801120 178381.99 -33381.99274 -1.026467754
## 918  188358.25 -51358.25393 -1.491924390 156797.43 -19797.43083 -0.608754083
## 919  243750.94  -9750.94227 -0.283258629 218505.88  15494.12245  0.476431027
## 921  176544.11    955.88783  0.027767929 163281.15  14218.85245  0.437217564
## 923  133067.72  21932.28219  0.637118754 133831.26  21168.73613  0.650920549
## 925  137618.76  17281.23972  0.502008948 120526.65  34373.35302  1.056951236
## 927  122600.32  22199.67987  0.644886485 120090.83  24709.16882  0.759785829
## 928  210203.26 -35703.25778 -1.037156777 190328.05 -15828.04961 -0.486699002
## 929  180900.11  12099.89004  0.351494058 176182.33  16817.67025  0.517128991
## 931  154309.02   4190.98103  0.121745315 143705.42  14794.58442  0.454920830
## 932  203330.25  20669.75215  0.600443065 196888.96  27111.03894  0.833641283
## 933  146507.23 -31507.23188 -0.915264911 149436.17 -34436.16754 -1.058882729
## 934  159315.17 -22315.16568 -0.648241274 162847.38 -25847.37626 -0.794784735
## 935  159315.17 -38315.16568 -1.113031029 162847.38 -41847.37626 -1.286771064
## 936  159315.17 -35315.16568 -1.025882950 162847.38 -38847.37626 -1.194523628
## 937  208271.38   -271.37967 -0.007883406 216889.51  -8889.51227 -0.273344907
## 939  188636.88  33363.11784  0.969177210 197256.87  24743.13486  0.760830256
## 940  137683.78   9316.22483  0.270630366 120131.39  26868.60969  0.826186791
## 941  170971.40 -47971.40008 -1.393538455 145720.24 -22720.24009 -0.698627970
## 942  127801.51 -49801.51153 -1.446702020 109783.66 -31783.65567 -0.977320255
## 947  271038.63 -20038.62842 -0.582109324 273631.25 -22631.25423 -0.695891731
## 949  219695.43  20304.56793  0.589834697 229457.35  10542.64504  0.324177327
## 950  206906.07   8093.93307  0.235123573 222409.90  -7409.89912 -0.227848067
## 951  139615.65  16834.34672  0.489026992 140829.98  15620.01744  0.480302190
## 952  163086.03   9913.97056  0.287994496 165405.85   7594.14767  0.233513552
## 953  163039.58 -37039.58321 -1.075976175 173091.53 -47091.52962 -1.448024299
## 954  187643.09 -14643.09012 -0.425372391 189408.62 -16408.62038 -0.504551057
## 958  272060.30  43439.70196  1.261895526 270210.07  45289.92792  1.392626587
## 961  273425.61  43074.38922  1.251283425 272103.03  44396.97282  1.365168980
## 962  232939.90 -31939.90147 -0.927833685 236981.35 -35981.35121 -1.106395806
## 963  171212.89   3787.10900  0.110013092 179012.18  -4012.17512 -0.123370957
## 964  224850.18 -20850.17723 -0.605684298 231469.20 -27469.19545 -0.844654290
## 966  221887.37  -1887.36976 -0.054826883 222628.22  -2628.22371 -0.080815634
## 968  286233.54  28766.45542  0.835647110 284587.57  30412.43185  0.935156294
## 970  115838.77  23661.22868  0.687343542 119497.48  20002.52358  0.615060509
## 972  157689.79   4310.20663  0.125208742 169485.46  -7485.45591 -0.230171373
## 973  158990.09   6009.90878  0.174584002 171310.33  -6310.33381 -0.194037373
## 974   85430.37   5569.62967  0.161794175  97707.77  -6707.76993 -0.206258194
## 975  107126.78  22873.22426  0.664452518 110375.13  19624.86859  0.603447941
## 976   62155.04  23844.96115  0.692680853  71946.13  14053.86985  0.432144490
## 977  141584.67  18415.33128  0.534953582 146919.38  13080.61788  0.402217823
## 978   62155.04  17844.96115  0.518384695  71946.13   8053.86985  0.247649617
## 979  108575.67 -11575.67203 -0.336265860 120553.25 -23553.25207 -0.724242377
## 980   92191.92  -4191.91914 -0.121772567 103397.80 -15397.79728 -0.473469110
## 981  102055.61  29844.38587  0.866960299 106918.45  24981.55482  0.768161466
## 982  150343.11 -19093.11053 -0.554642635 159476.06 -28226.06277 -0.867927313
## 983  122470.29  43029.70965  1.249985512 131074.69  34425.31030  1.058548878
## 984  104461.17   7538.83485  0.218998325 115460.64  -3460.64197 -0.106411784
## 985  107711.91  41288.09023  1.199392583 122107.84  26892.16085  0.826910969
## 986  138854.04   4145.95677  0.120437389 155180.15 -12180.15258 -0.374529285
## 987  133977.93  -3977.92630 -0.115556212 149611.03 -19611.02859 -0.603022373
## 988  181290.20  14709.80068  0.427310291 184467.47  11532.53123  0.354615482
## 989  156408.06  16591.93581  0.481985111 162440.98  10559.01592  0.324680718
## 991  217048.39  20451.60986  0.594106170 219129.93  18370.07359  0.564864067
## 992  216723.32  -9823.31568 -0.285361030 218326.21 -11426.20653 -0.351346088
## 993  183695.75   3804.24966  0.110511017 196716.34  -9216.33654 -0.283394474
## 994  174983.75  -9983.75476 -0.290021683 186667.32 -21667.32378 -0.666251693
## 995  183695.75  11804.24966  0.342905894 197179.67  -1679.67041 -0.051648430
## 996  185906.26   6093.74332  0.177019341 199494.30  -7494.29526 -0.230443176
## 997  185776.23 -12776.22690 -0.371141210 198431.47 -25431.47312 -0.781996069
## 998  140284.37  37615.62913  1.092709940 158531.19  19368.81350  0.595574466
## 999  202531.50 -27531.50048 -0.799772460 208241.64 -33241.63664 -1.022151924
## 1000 241196.79  44803.20720  1.301504480 243310.49  42689.51355  1.312666067
## 1002 224552.98 -44552.98035 -1.294235550 222176.05 -42176.05188 -1.296877559
## 1003 220847.13 -40847.13148 -1.186583014 217832.32 -37832.31751 -1.163311439
## 1004 183695.75  -2695.75034 -0.078309821 196716.34 -15716.33654 -0.483263920
## 1005 185581.18  -2581.18222 -0.074981691 199153.91 -16153.90926 -0.496718907
## 1006 187206.55    793.44547  0.023049083 199465.84 -11465.83768 -0.352564712
## 1007 231723.19 -37223.18717 -1.081309752 237881.63 -43381.63241 -1.333948130
## 1008 190522.31  -5522.31404 -0.160419687 201084.44 -16084.43947 -0.494582771
## 1009 217466.36 -28466.35707 -0.826929445 212438.97 -23438.96754 -0.720728225
## 1010 224552.98 -36052.98035 -1.047315993 220322.72 -31822.71639 -0.978521339
## 1011 300165.30  54834.69978  1.592912916 306909.84  48090.15623  1.478731215
## 1012 329533.46  -4533.46293 -0.131694195 329926.98  -4926.98440 -0.151500561
## 1016 176154.02 -43154.02282 -1.253596730 167042.69 -34042.68919 -1.046783606
## 1017 244596.14 -29596.13587 -0.859748795 247654.25 -32654.24734 -1.004090205
## 1018 218265.10   8234.89556  0.239218443 221009.65   5490.35155  0.168823619
## 1019 171863.04   3636.96008  0.105651361 176912.94  -1412.94390 -0.043446818
## 1020 190438.73  -8538.73049 -0.248044653 189555.94  -7655.93681 -0.235413516
## 1021 242710.70  -7710.70399 -0.223991013 241973.34  -6973.33752 -0.214424171
## 1022 224376.50  -4376.50433 -0.127134648 223238.90  -3238.90055 -0.099593425
## 1023 266134.63   5865.36609  0.170385129 273771.55  -1771.55071 -0.054473671
## 1024 158144.90   2855.10238  0.082938896 160231.99    768.01499  0.023615805
## 1027 135343.24  11556.76096  0.335716506 140847.30   6052.69536  0.186115211
## 1030 173293.37 -13393.36755 -0.389068751 176093.97 -16193.97298 -0.497950833
## 1031 236209.21 -31209.21475 -0.906607704 234238.95 -29238.94962 -0.899072718
## 1032 126891.30  30108.69697  0.874638367 133850.60  23149.39608  0.711824150
## 1033 289762.92  16237.08257  0.471676851 291847.49  14152.51333  0.435177693
## 1034 166810.45 -33810.44697 -0.982171834 176113.34 -43113.33956 -1.325698354
## 1035 147937.56   3062.44049  0.088961935 146300.53   4699.47274  0.144504771
## 1036  82049.60  29850.40407  0.867135124  92777.75  19122.24617  0.587992731
## 1037 106476.63  16523.37319  0.479993411 111547.69  11452.30512  0.352148597
## 1038  77368.52  33881.47633  0.984235192  89266.20  21983.80307  0.675983161
## 1040 143581.56 -40181.56172 -1.167248638 143592.69 -40192.69024 -1.235890883
## 1041 143581.56 -43581.56172 -1.266016461 143592.69 -43592.69024 -1.340437978
## 1042 143581.56 -43081.56172 -1.251491781 143129.36 -42629.35637 -1.310816285
## 1043 143581.56 -37581.56172 -1.091720303 142202.69 -36202.68863 -1.113201743
## 1045 143581.56 -54081.56172 -1.571034738 142666.02 -53166.02250 -1.634809765
## 1046 134953.15 -23203.14969 -0.674036641 141828.84 -30078.84305 -0.924898724
## 1048 174073.55 -31073.54626 -0.902666621 176447.57 -33447.56553 -1.028484062
## 1049 177110.68 -28610.67755 -0.831121862 172820.11 -24320.10726 -0.747822519
## 1050 108297.04   1702.95620  0.049469787 111137.19  -1137.18717 -0.034967534
## 1062 273379.16 -23379.16455 -0.679149760 279788.70 -29788.70447 -0.915977210
## 1063 289242.80  26757.20171  0.777279576 295009.54  20990.45996  0.645438709
## 1066 241540.44  42459.56408  1.233423148 252331.29  31668.70531  0.973785630
## 1067 240026.52  43973.47526  1.277401299 243011.76  40988.23543  1.260353218
## 1072 197395.32  -5395.32398 -0.156730707 207033.54 -15033.54256 -0.462268589
## 1073 236320.68  37679.32413  1.094560239 239131.36  34868.63592  1.072180762
## 1074 276221.25 -10221.25115 -0.296920801 274103.68  -8103.67911 -0.249181209
## 1076 224878.05   9371.94519  0.272249007 228539.78   5710.22178  0.175584441
## 1077 224878.05  -5378.05481 -0.156229048 228539.78  -9039.77822 -0.277965456
## 1078 214234.18 -59234.18111 -1.720715032 223738.87 -68738.87003 -2.113661521
## 1079 214234.18 -60234.18111 -1.749764391 223738.87 -69738.87003 -2.144410667
## 1080 196810.19  10189.81005  0.296007457 205957.51   1042.48613  0.032055558
## 1081 203116.63  -8116.63451 -0.235783035 212097.67 -17097.66856 -0.525738699
## 1082 210983.44   9006.56351  0.261634903 220798.34   -808.34382 -0.024855882
## 1083 206302.36 -15302.36424 -0.444523882 216360.12 -25360.11918 -0.779801996
## 1084 190828.82 -30933.81984 -0.898607658 201084.41 -41189.41294 -1.266539255
## 1086 177909.42   1090.57509  0.031680508 193900.80 -14900.80270 -0.458186951
## 1087 182980.59  10019.41348  0.291057546 199210.82  -6210.82442 -0.190977544
## 1088 184327.33   5672.66940  0.164787414 193350.03  -3350.02504 -0.103010408
## 1089 174073.55   1926.45374  0.055962248 190347.58 -14347.58168 -0.441175878
## 1090 220345.58 -32345.58100 -0.939618416 229674.79 -41674.79310 -1.281464280
## 1091 237639.54 -24639.54238 -0.715762929 248246.66 -35246.66259 -1.083804759
## 1093 195918.55  -9418.55011 -0.273602850 210904.85 -24404.85205 -0.750428348
## 1094 231528.14  -4778.14249 -0.138801980 240457.40 -13707.40403 -0.421490962
## 1095 205392.16 -21392.15574 -0.621428426 214943.70 -30943.70448 -0.951492474
## 1096 200451.02 -24451.02392 -0.710286588 208843.17 -32843.16942 -1.009899398
## 1097 259484.55 -34484.54623 -1.001753986 269267.27 -44267.26684 -1.361180632
## 1098 215859.55 -29959.55342 -0.870305843 223587.46 -37687.46458 -1.158857335
## 1099 280595.82   3904.18240  0.113413999 282711.94   1788.06488  0.054981467
## 1100 308617.24   6382.76377  0.185415200 312516.54   2483.45712  0.076364185
## 1101 280530.80 -30530.80271 -0.886900269 284033.86 -34033.85954 -1.046512101
## 1102 307948.52 -16948.51865 -0.492343614 305008.68 -14008.68412 -0.430755067
## 1104 246676.61  32823.38758  0.953498391 254466.06  25033.94349  0.769772373
## 1105 300230.32 -10230.31511 -0.297184103 302344.58 -12344.58226 -0.379585357
## 1108 251357.68  36142.31532  1.049911117 257977.61  29522.38659  0.907788163
## 1109 246806.64  24193.35779  0.702801552 253675.54  17324.45683  0.532712245
## 1110 266812.66  34687.33959  1.007645004 266889.57  34610.43323  1.064241250
## 1112 205085.65   8914.35006  0.258956161 223747.07  -9747.07457 -0.299714215
## 1113 239961.51  -7961.50985 -0.231276763 244333.69 -12333.68898 -0.379250398
## 1114 211113.47  28886.53372  0.839135308 221861.17  18138.83403  0.557753648
## 1116 239246.35   5753.65397  0.167139964 244048.17    951.82636  0.029267847
## 1118 258620.78  -1620.78397 -0.047082736 264335.18  -7335.17971 -0.225550509
## 1120 232549.81  14450.18789  0.419768705 236572.89  10427.11200  0.320624785
## 1124 223466.30   3233.70417  0.093937035 234332.50  -7632.50039 -0.234692866
## 1125 267137.73 -17137.73487 -0.497840224 271399.96 -21399.95763 -0.658030412
## 1126 235819.13  14180.87461  0.411945327 247267.17   2732.83131  0.084032228
## 1128 216769.76 -10819.76192 -0.314307155 228247.22 -22297.21637 -0.685620352
## 1129 245552.79  10447.20941  0.303484744 250651.66   5348.33781  0.164456818
## 1131 191757.60  15742.40300  0.457306727 207937.91   -437.91276 -0.013465443
## 1132 178736.05 -37736.04986 -1.096208085 187032.05 -46032.05184 -1.415446263
## 1133 189677.12  -1677.12044 -0.048719275 205759.44 -17759.44231 -0.546087677
## 1134 216639.73 -24139.73213 -0.701243761 226257.73 -33757.72648 -1.038021246
## 1135 155804.36  -9804.36149 -0.284810423 171217.89 -25217.88803 -0.775428510
## 1136 122730.35  36269.65008  1.053610110 143857.01  15142.98696  0.465633910
## 1137 151838.45   3161.54694  0.091840914 166138.51 -11138.51100 -0.342499696
## 1138 186036.29 -13036.28646 -0.378695774 202410.45 -29410.45290 -0.904346298
## 1139 184067.27 -14067.27103 -0.408645216 194004.38 -24004.38398 -0.738114297
## 1140 184020.82  -2020.82480 -0.058703666 196130.05 -14130.05480 -0.434487112
## 1141 188636.88 -25636.88216 -0.744735011 200036.87 -37036.86837 -1.138852057
## 1142 188571.87   4928.13273  0.143159100 200432.13  -6932.12504 -0.213156922
## 1143 216249.64 -27249.64278 -0.791584674 221679.26 -32679.25843 -1.004859275
## 1144 188441.84   2058.16252  0.059788303 203539.31 -13039.30774 -0.400947572
## 1145 221450.83 -46450.83417 -1.349366989 226198.77 -51198.76681 -1.574318334
## 1146 163541.13  15658.86631  0.454880039 172832.40   6367.59918  0.195798234
## 1147 190587.33  -3587.32893 -0.104209608 202079.18 -15079.18442 -0.463672037
## 1148 184540.94   8459.05606  0.245730162 195748.00  -2748.00467 -0.084498796
## 1149 157364.72  -3464.71891 -0.100647866 167291.73 -13391.73441 -0.411784391
## 1150 114278.41  13721.58610  0.398603290 116010.29  11989.71190  0.368673397
## 1151 109597.34  34402.65835  0.999375196 110645.40  33354.60429  1.025625583
## 1152 106476.63  28523.37319  0.828585727 106914.36  28085.64383  0.863609551
## 1153 108167.01   6832.98598  0.198493867 111927.70   3072.29949  0.094470584
## 1155 138705.44   3294.55521  0.095704719 132926.89   9073.10634  0.278990268
## 1156 172383.16  19616.84094  0.569856668 174214.22  17785.77559  0.546897403
## 1157 156993.20 -16993.19822 -0.493641527 164907.01 -24907.01438 -0.765869411
## 1158 253846.82  36153.18075  1.050226751 266928.30  23071.70006  0.709435064
## 1159 347867.66  24632.33741  0.715553629 343564.75  28935.25121  0.889734252
## 1160 198955.68  -2955.68140 -0.085860652 208204.06 -12204.06153 -0.375264464
## 1161 189788.58 -17888.58157 -0.519651840 199531.84 -27631.84385 -0.849655589
## 1162 189463.51 -11463.50710 -0.333007541 198264.79 -20264.79010 -0.623124981
## 1163 157429.73   7570.26620  0.219911385 172919.82  -7919.81807 -0.243527639
## 1166 206107.32 -26707.31956 -0.775830532 213375.88 -33975.88434 -1.044729414
## 1167 180119.93  -7219.93126 -0.209734380 193898.76 -20998.75820 -0.645693873
## 1168 273230.57  26769.43390  0.777634913 268655.46  31344.54152  0.963817870
## 1169 251905.68  33094.31861  0.961368764 246789.47  38210.52977  1.174941142
## 1170 258992.30  31007.69534  0.900753694 254209.89  35790.11480  1.100515450
## 1171 267964.36  37035.64018  1.075861632 262677.87  42322.12872  1.301369297
## 1173 189918.61 -29918.61135 -0.869116502 196424.66 -36424.66115 -1.120027208
## 1174 199800.87 -29800.87500 -0.865696336 206772.40 -36772.39579 -1.130719751
## 1175 224831.61  -1831.60857 -0.053207056 233908.79 -10908.78614 -0.335435853
## 1177 242107.00 -42107.00130 -1.223181425 243336.90 -43336.89953 -1.332572632
## 1178 351424.91  -6424.91301 -0.186639609 341871.91   3128.09025  0.096186103
## 1179 221367.25  24132.74938  0.701040916 220230.27  25269.72939  0.777022588
## 1180 218181.52   -681.52089 -0.019797745 216431.15   1068.84614  0.032866105
## 1182 159510.21   2989.78964  0.086851475 165368.28  -2868.27722 -0.088197074
## 1184 246267.95  43732.04559  1.270387921 237037.16  52962.83862  1.628562035
## 1185 226326.95 -21326.95110 -0.619534273 235937.90 -30937.89565 -0.951313857
## 1186 217875.02 -43875.01509 -1.274541094 212261.18 -38261.17555 -1.176498457
## 1187 172188.11  10811.88562  0.314078354 171693.32  11306.67655  0.347670643
## 1188 192537.78 -42537.77571 -1.235695146 192538.15 -42538.15367 -1.308011880
## 1190 213844.09   1155.90824  0.033578394 206650.39   8349.61256  0.256743452
## 1191 155952.96 -15452.95994 -0.448898591 160574.44 -20074.44205 -0.617271941
## 1192 249360.79  -9360.79167 -0.271925004 254817.63 -14817.63108 -0.455629495
## 1193 145485.56  -4485.56226 -0.130302711 151004.01 -10004.01422 -0.307614889
## 1194 109597.34  37402.65835  1.086523275 112035.40  34964.60267  1.075131658
## 1195 110442.54  24557.46475  0.713378626 112920.40  22079.59905  0.678928805
## 1196 162649.49 -17649.49386 -0.512706495 167586.39 -22586.39382 -0.694512311
## 1197 162649.49 -20049.49386 -0.582424958 167586.39 -24986.39382 -0.768310261
## 1198 157968.42 -22968.42160 -0.667217940 166391.51 -31391.50628 -0.965261996
## 1199 217094.84 -47094.83638 -1.368074840 211907.58 -41907.58300 -1.288622370
## 1200 314143.50 -14343.50209 -0.416669551 308109.76  -8309.75983 -0.255518015
## 1201 201379.80 -16379.80107 -0.475822733 204576.66 -19576.65632 -0.601965455
## 1202 185516.17 -12516.16733 -0.363586646 184259.15 -11259.14816 -0.346209186
## 1203 173469.84   4930.15643  0.143217887 161594.44  16805.55798  0.516756549
## 1204 237119.42 -61119.42324 -1.775480108 231485.36 -55485.35947 -1.706127396
## 1205 116228.86 -18228.86068 -0.529536730 114809.27 -16809.26704 -0.516870599
## 1206  80164.16  28843.83595  0.837894965  85243.51  23764.49148  0.730737808
## 1207  83089.83  52660.16579  1.529744096  87843.65  47906.35128  1.473079369
## 1208 123640.56  31359.44159  0.910971698 125813.41  29186.59487  0.897462855
## 1209 172058.08   8441.91540  0.245232237 169240.50  11259.50031  0.346220014
## 1210 155154.21  19745.78743  0.573602481 152467.10  22432.90498  0.689792661
## 1211 153268.78 -13268.78069 -0.385449583 150029.52 -10029.52231 -0.308399241
## 1212 150408.13  -5408.12542 -0.157102581 146570.79  -1570.79156 -0.048300498
## 1213 132547.60  47352.40133  1.375556937 136066.65  43833.35051  1.347838076
## 1214 167181.97   1318.03233  0.038287995 164134.71   4365.29043  0.134228951
## 1216 118764.44  26735.55852  0.776650855 118854.28  26645.72048  0.819333138
## 1217 160810.51 -18810.50821 -0.546433218 155146.47 -13146.47446 -0.404242857
## 1218  92712.04  48287.96172  1.402734367  99772.41  41227.58996  1.267713165
## 1219 122990.41  30009.59051  0.871759388 123742.63  29257.36850  0.899639083
## 1220  38898.28  33601.72397  0.976108565  46061.57  26438.43097  0.812959163
## 1222 120324.80  -2324.79890 -0.067533919 111221.45   6778.54508  0.208434469
## 1223  80099.15   6900.85084  0.200465298  75908.75  11091.24611  0.341046341
## 1224 147566.04  -6066.03882 -0.176214543 149475.81  -7975.81369 -0.245249456
## 1226 137228.67   4271.32908  0.124079375 134018.20   7481.80008  0.230058960
## 1227 187401.60 -21901.59921 -0.636227433 181136.71 -15636.71442 -0.480815608
## 1228 117659.19  -4759.18831 -0.138251373 114916.96  -2016.96386 -0.062019915
## 1229 226847.07 -25047.07024 -0.727601352 219339.16 -17539.16001 -0.539314184
## 1230 167962.15  -4962.14638 -0.144147175 163561.63   -561.63438 -0.017269777
## 1231 124680.80  15269.20331  0.443560579 125975.97  13974.02739  0.429689403
## 1233 172448.17  -7448.17395 -0.216364684 168722.30  -3722.29516 -0.114457396
## 1234 208661.47  18338.53098  0.532722582 208494.63  18505.36808  0.569024257
## 1235 121690.11  13309.88836  0.386643734 120064.42  14935.58189  0.459256382
## 1236 124680.80   -680.79669 -0.019776708 126902.64  -2902.64035 -0.089253711
## 1237 133717.87   6282.13327  0.182491949 135902.04   4097.96250  0.126008845
## 1238 126761.27   9738.72675  0.282903776 126301.11  10198.89243  0.313607228
## 1239 143925.20  41074.79516  1.193196498 145200.16  39799.84347  1.223811181
## 1240 161395.64   1604.35776  0.046605566 155295.84   7704.16460  0.236896479
## 1241 181485.24 -14685.24400 -0.426596935 176331.69  -9531.69069 -0.293091345
## 1242 157169.67 -18169.67424 -0.527817402 149944.15 -10944.14955 -0.336523248
## 1243 169912.59  -3912.59315 -0.113658326 163750.61   2249.38506  0.069166669
## 1244 149627.95 -13627.94672 -0.395883126 142973.86  -6973.86191 -0.214440295
## 1245 122080.20  10919.79901  0.317213169 120936.22  12063.78481  0.370951075
## 1246 107646.89   8353.10512  0.242652355 103969.74  12030.25905  0.369920187
## 1247 125200.92  12299.08417  0.357280520 122813.92  14686.08075  0.451584435
## 1248 112067.91  17932.09244  0.520915803 109062.32  20937.67547  0.643815631
## 1249 195788.52 -15788.52033 -0.458646406 190845.34 -10845.34116 -0.333484974
## 1254 168890.92 -22890.92353 -0.664966671 170415.13 -24415.13419 -0.750744516
## 1255  77693.60  12206.40186  0.354588158  78486.57  11413.42998  0.350953220
## 1256 125656.02 -11656.02008 -0.338599919 110317.11   3682.88875  0.113245682
## 1257 151596.96 -11596.96215 -0.336884324 146746.59  -6746.59211 -0.207451943
## 1258  64885.66  22014.33567  0.639502355  61368.69  25531.30967  0.785065958
## 1259 143665.15  -4665.14527 -0.135519483 127784.49  11215.50553  0.344867212
## 1260 105324.93    925.07259  0.026872766  85179.35  21070.64515  0.647904335
## 1261 190977.42 -19977.41829 -0.580331209 188124.30 -17124.29761 -0.526557520
## 1262 118179.31  20820.69255  0.604827786 122411.59  16588.41045  0.510079448
## 1263 193819.50  -7819.50490 -0.227151610 181512.60   4487.39550  0.137983577
## 1264 160875.52  -3875.52310 -0.112581464 155677.89   1322.11447  0.040653890
## 1265 149692.96  -1692.96161 -0.049179451 143968.61   4031.39314  0.123961895
## 1266 243035.78  -1035.77845 -0.030088701 233973.71   8026.28616  0.246801441
## 1267 109467.31   6532.68813  0.189770407 106339.24   9660.76353  0.297060224
## 1271 131962.46  27037.53536  0.785423089 132673.95  26326.04856  0.809503500
## 1272 117074.05   8825.94572  0.256388072 118474.27   7425.72610  0.228334733
## 1273 132807.66  22192.34176  0.644673318 134022.29  20977.71107  0.645046691
## 1274 165231.52 -27231.52089 -0.791058245 154679.05 -16679.05158 -0.512866585
## 1275 143386.52 -30886.51704 -0.897233542 134585.12 -22085.11508 -0.679098419
## 1276 133504.25 -28004.25340 -0.813505629 124237.38 -18737.38044 -0.576158439
## 1277 162500.90 -35000.89541 -1.016753599 154599.81 -27099.81234 -0.833296075
## 1279 153547.41  -3547.40892 -0.103049958 153422.25  -3422.24688 -0.105231167
## 1280 103941.05   5558.95399  0.161484054 101016.01   8483.99180  0.260875499
## 1281 196178.61 -56178.60968 -1.631952638 194033.81 -54033.80760 -1.661493416
## 1282 184150.85 -16250.85459 -0.472076920 181902.86 -14002.85918 -0.430575955
## 1283 122925.39  13944.60541  0.405081858 125064.56  11805.44409  0.363007319
## 1285  99975.14 -26975.13757 -0.783610473  83426.62 -10426.61663 -0.320609553
## 1286 150361.68   7138.32081  0.207363649 126456.44  31043.56346  0.954563052
## 1287 136318.46 -13718.46243 -0.398512549 132138.45  -9538.45136 -0.293299229
## 1288 138724.01 -27724.01345 -0.805364838 117050.62  -6050.62069 -0.186051416
## 1290  93993.77 -29993.76747 -0.871299739  84113.52 -20113.52216 -0.618473621
## 1291 174073.55 -34573.54626 -1.004339380 148647.53  -9147.53322 -0.281278831
## 1292 117807.79    192.21325  0.005583672 102883.52  15116.48373  0.464818959
## 1295 163429.67 -41179.67257 -1.196243119 147553.30 -25303.29601 -0.778054733
## 1296 175290.26 -55290.26056 -1.606146665 144503.91 -24503.91493 -0.753474447
## 1297 172773.25 -17773.24841 -0.516301486 158869.34  -3869.33599 -0.118978776
## 1298 108752.15 -30752.14805 -0.893330209  85667.03  -7667.03076 -0.235754645
## 1299 120519.84 -25519.84358 -0.741335115  88722.33   6277.67318  0.193033087
## 1301 123250.47  23749.53094  0.689908666 118454.93  28545.06616  0.877736395
## 1302 147761.08  -7761.08349 -0.225454506 143193.37  -3193.37109 -0.098193433
## 1304 110637.58   1862.42007  0.054102110 109417.96   3082.03842  0.094770048
## 1305  79774.07  28125.92531  0.817040120  83445.04  24454.95630  0.751969011
## 1307 335616.99 -40616.98524 -1.179897413 293848.94   1151.06085  0.035394138
## 1308 156082.99 -16582.98972 -0.481725233 130593.89   8906.10520  0.273855125
## 1309 142364.85  11535.15258  0.335088796 123179.61  30720.38666  0.944625642
## 1310 202791.56 -70791.56005 -2.056449489 173300.57 -41300.57120 -1.269957276
## 1312 116423.91  -2423.90535 -0.070412898  89066.80  24933.19817  0.766674540
## 1315 150426.69 -21026.69408 -0.610811999 126987.85   2412.15238  0.074171625
## 1316 198110.49 -37110.48779 -1.078035907 172105.68 -11105.68366 -0.341490283
## 1317 203720.34 -40720.33720 -1.182899721 175057.40 -12057.39843 -0.370754700
## 1318 175893.96 -47893.96325 -1.391288964 150090.36 -22090.36100 -0.679259726
## 1320 180751.51 -63851.51152 -1.854845523 153002.40 -36102.40309 -1.110118048
## 1321 376260.60 -51260.60191 -1.489087662 319227.34   5772.65578  0.177504233
## 1324 114278.41  -4278.41390 -0.124285184 114156.95  -4156.95261 -0.127822741
## 1325 167005.49 -35505.49165 -1.031411797 167050.89 -35550.89373 -1.093159607
## 1326 107646.89 -10646.89488 -0.309285479 105823.08  -8823.07644 -0.271302062
## 1327  92256.93  23243.06596  0.675196183  98369.20  17130.79811  0.526757405
## 1328 124615.78  13384.21820  0.388802968 110617.88  27382.12236  0.841976867
## 1330 100950.36 -21450.36096 -0.623119250  86764.44  -7264.44401 -0.223375446
## 1331 163299.64 -10299.64278 -0.299198028 154367.15  -1367.14968 -0.042038685
## 1332 101275.44   8224.56458  0.238918335  84324.83  25175.17321  0.774115066
## 1333 128971.78  -4971.77959 -0.144427013 121202.39   2797.60952  0.086024102
## 1334 163281.07 -56381.07412 -1.637834100 130396.71 -23496.70969 -0.722503747
## 1335 188116.76 -23216.76302 -0.674432099 174935.56 -10035.55556 -0.308584759
## 1336 112002.89   6997.10733  0.203261487  95557.57  23442.43495  0.720834845
## 1337 154699.11 -34699.10832 -1.007986878 134847.20 -14847.20136 -0.456538756
## 1338 176739.16 -19739.15685 -0.573409867 161632.04  -4632.04367 -0.142431385
## 1339 166661.85 -61661.84853 -1.791237215 152006.75 -47006.74517 -1.445417250
## 1340 145271.95 -32271.94892 -0.937479451 123586.01 -10586.00551 -0.325510625
## 1341 129361.87 -14361.86894 -0.417203096 111880.84   3119.15762  0.095911432
## 1343  95052.57  27947.42559  0.811854818  87859.84  35140.16072  1.080529918
## 1345 152572.19  10327.81447  0.300016397 140817.74  22082.25794  0.679010564
## 1347 173962.09 -50462.08514 -1.465891261 159971.80 -36471.80428 -1.121476819
## 1349 167962.15 -39962.14638 -1.160874763 144564.95 -16564.94564 -0.509357925
## 1350  55003.40  13496.59931  0.392067568  44997.62  23502.38464  0.722678247
## 1352 199559.38   7440.61591  0.216145128 179040.47  27959.53278  0.859731744
## 1353 226847.07 -42847.07024 -1.244679954 200805.81 -16805.80514 -0.516764149
## 1354 190977.42 -28477.41829 -0.827250766 166347.61  -3847.60564 -0.118310586
## 1355 148151.17  -3151.17285 -0.091539553 140821.83   4178.16893  0.128475125
## 1356 133894.34  -3894.34275 -0.113128163 107965.82  22034.17574  0.677532077
## 1357 208401.41 -48401.40945 -1.406029952 182275.63 -22275.62630 -0.684956476
## 1359 184020.82 -56520.82480 -1.641893768 156746.68 -29246.67571 -0.899310289
## 1360 129343.30 -35493.30028 -1.031057646 108760.43 -14910.42661 -0.458482879
## 1363 135343.24 -15343.23904 -0.445711269 115827.28   4172.72443  0.128307711
## 1364 147027.35 -19527.35102 -0.567257043 124960.76   2539.24391  0.078079581
## 1365 159770.27 -32770.26993 -0.951955358 138303.89 -11303.88759 -0.347584885
## 1367 103941.05  21058.95399  0.611749129 101479.34  23520.65793  0.723240135
## 1369  99650.06 -14650.06311 -0.425574952  77062.89   7937.10971  0.244059342
## 1370  79467.57   2907.43111  0.084459012  72788.39   9586.60882  0.294780030
## 1371 174918.74 -39918.73986 -1.159613832 145362.53 -10362.53200 -0.318639005
## 1373 129036.79   4963.20552  0.144177942 133780.48    219.51778  0.006749984
## 1374 132937.69   2062.31197  0.059908842 128598.44   6401.56312  0.196842596
## 1376 138398.94 -10898.93899 -0.316607199 130610.25  -3110.25084 -0.095637556
## 1378 117919.25  11580.75212  0.336413434 120749.28   8750.72087  0.269077190
## 1379 150668.18   6831.81501  0.198459851 153329.77   4170.22543  0.128230869
## 1381 114798.53  30201.46696  0.877333276 118408.24  26591.75880  0.817673862
## 1382 108427.07  21572.92641  0.626679698 111736.68  18263.32456  0.561581625
## 1383 146637.26   6362.73834  0.184833474 149108.99   3891.01192  0.119645292
## 1384 120064.74    -64.73933 -0.001880636 123922.49  -3922.49453 -0.120613355
## 1385 123510.53  28489.47137  0.827600901 135407.26  16592.73797  0.510212515
## 1388 115708.74 -35708.74154 -1.037316076 115654.65 -35654.65105 -1.096350055
## 1389 130142.05  19207.95235  0.557978716 134011.13  15338.87310  0.471657242
## 1390 112718.06  32181.94351  0.934864852 114376.44  30523.56474  0.938573536
## 1391 156649.56  28350.44490  0.823562271 149399.53  35600.46806  1.094683975
## 1392 140219.36  24780.64402  0.719861841 139003.09  25996.91332  0.799382872
## 1393 160810.51  74189.49179  2.155157230 155609.81  79390.19167  2.441180561
## 1395  93993.77  14006.23253  0.406872086  84113.52  23886.47784  0.734488784
## 1398 109077.22  34922.77749  1.014484324 113807.45  30192.55093  0.928395144
## 1399 163346.09   9653.91099  0.280439932 174944.84  -1944.83857 -0.059802124
## 1400 239980.08 -47980.07851 -1.393790557 238650.76 -46650.76119 -1.434471047
## 1401 207602.66  37397.33791  1.086368720 205674.98  39325.01746  1.209210686
## 1404 167637.07   9362.92809  0.271987066 162294.58  14705.41938  0.452179081
## 1405 178671.03 -53071.03496 -1.541679582 161017.28 -35417.27782 -1.089051032
## 1406 150538.16   4461.84479  0.129613734 141610.27  13389.72662  0.411722653
## 1407 232716.98   7283.02079  0.211567090 206809.83  33190.16805  1.020569309
## 1409 188246.79  -3246.79281 -0.094317252 164878.36  20121.63522  0.618723090
## 1410 216463.26  18536.74389  0.538480540 202300.55  32699.45391  1.005480269
## 1411 148411.23  11488.76758  0.333741342 148507.48  11392.51817  0.350310200
## 1412 106476.63  -6876.62681 -0.199761606 113401.03 -13801.03037 -0.424369892
## 1413 161915.76 -27415.76138 -0.796410313 157693.79 -23193.78850 -0.713189179
## 1414 139179.12 -20179.11770 -0.586190448 112893.82   6106.17761  0.187759744
## 1415 137878.82 -30378.81985 -0.882485264 116165.62  -8665.61707 -0.266460321
## 1416 125981.09   -981.09454 -0.028500168 122240.84   2759.15595  0.084841688
## 1417 150668.18 -71668.18499 -2.081914882 128309.75 -49309.74550 -1.516232543
## 1418 122535.31 -27535.30524 -0.799882985 114462.75 -19462.74752 -0.598462857
## 1419 259939.65   2340.34952  0.067985655 265573.80  -3293.80240 -0.101281610
## 1420 262363.77  -2363.77015 -0.068666009 278163.08 -18163.08271 -0.558499274
## 1421 214234.18  12265.81889  0.356314184 219568.87   6931.13482  0.213126474
## 1422 251552.73 -26552.72935 -0.771339785 258181.85 -33181.84502 -1.020313383
## 1423 240955.30 -11955.30189 -0.347293865 248475.26 -19475.26277 -0.598847690
## 1425 242627.12   5872.87956  0.170603391 247588.19    911.81188  0.028037436
## 1428 244856.20 -16856.19544 -0.489661684 251169.89 -23169.89325 -0.712454421
## 1429 235865.57 -10865.57163 -0.315637898 234948.15  -9948.15269 -0.305897195
## 1430 186231.33   8768.66886  0.254724215 185008.00   9992.00262  0.307245543
## 1431 189157.00  10842.99870  0.314982169 202434.82  -2434.82147 -0.074868680
## 1432 114668.50  40331.49674  1.171604155 130782.10  24217.89867  0.744679692
## 1433 121755.13  22244.87347  0.646199330 138665.85   5334.14982  0.164020549
## 1434 114668.50  30331.49674  0.881110558 130782.10  14217.89867  0.437188236
## 1435 200711.08  25289.91651  0.734655881 206798.81  19202.19113  0.590450970
## 1436 194553.24  21146.76263  0.614299913 208085.23   7614.77080  0.234147696
## 1437 215924.57  -8424.56831 -0.244728315 224118.88 -16618.87565 -0.511016227
## 1439 220605.64 -32605.64057 -0.947172980 228093.77 -40093.76642 -1.232849060
## 1440 204676.99 -13676.99193 -0.397307858 211878.19 -20878.18591 -0.641986378
## 1441 205652.22  15347.78469  0.445843317 214289.35   6710.65445  0.206346891
## 1442 225026.65   6473.34675  0.188046578 234113.02  -2613.01774 -0.080348063
## 1443 227042.11   7957.88508  0.231171466 235760.08   -760.07712 -0.023371722
## 1444 224636.56  -1136.56390 -0.033016453 233704.55 -10204.55454 -0.313781333
## 1445 111287.73  18962.27115  0.550841835 118438.74  11811.25671  0.363186052
## 1446 114343.43  35556.57120  1.032895625 122565.04  27334.96050  0.840526680
## 1447 126631.24  31368.75654  0.911242291 135894.96  22105.03553  0.679710955
## 1448 146117.14    882.85747  0.025646444 148564.37  -1564.37046 -0.048103055
## 1451 110377.52   -377.52036 -0.010966725 117485.66  -7485.66246 -0.230177725
## 1452 106476.63  20523.37319  0.596190849 112011.03  14988.97125  0.460898059
## 1453 101015.38  23884.62415  0.693833037 106292.54  18607.45618  0.572163379
## 1454 254329.80 -24329.80107 -0.706765142 257525.42 -27525.41504 -0.846382994
## 1455 269673.32 -32673.31568 -0.949138899 273591.63 -36591.63462 -1.125161500
## 1456 229772.74   5227.25960  0.151848544 238619.32  -3619.31959 -0.111290985
## 1457 249017.15 -18517.14855 -0.537911308 259233.51 -28733.50513 -0.883530732
## 1458 258035.65 -28035.64994 -0.814417678 260015.81 -30015.81392 -0.922960632
## 1459 240565.21 -18065.21254 -0.524782856 248993.47 -26493.46731 -0.814651483
## 1460 284756.77   2243.22928  0.065164374 288922.21  -1922.21151 -0.059106362
## 1461 293320.17 -19320.16786 -0.561238505 290154.65 -16154.64763 -0.496741612
## 1462 253744.67  46255.33296  1.343687804 256912.72  43087.27977  1.324897038
## 1463 286512.17 -30612.17281 -0.889264018 291223.63 -35323.62983 -1.086171436
## 1464 223466.30   1433.70417  0.041648188 233405.83  -8505.83265 -0.261547086
## 1465 259809.62 -19809.62069 -0.575456796 271460.99 -31460.98833 -0.967398510
## 1466 215144.39 -32144.38961 -0.933773935 224691.95 -41691.95085 -1.281991866
## 1467 252314.34 -45314.33940 -1.316352543 254025.02 -47025.02018 -1.445979191
## 1468 232568.38 -22568.38077 -0.655597010 238766.64 -28766.63603 -0.884549479
## 1469 134544.49   1955.50832  0.056806265 148029.98 -11529.97538 -0.354536891
## 1470 134544.49  10455.50832  0.303725822 148493.31  -3493.30925 -0.107416275
## 1471 176479.10  32420.90272  0.941806464 189159.77  19740.23284  0.606995293
## 1473 208382.84   5617.15921  0.163174878 217148.59  -3148.58801 -0.096816391
## 1474 219695.43 -11195.43207 -0.325220133 229457.35 -20957.35496 -0.644420758
## 1475 202466.49 -15966.48559 -0.463816182 211880.23 -25380.23041 -0.780420400
## 1476 201881.35   8118.64845  0.235841539 211267.54  -1267.53560 -0.038975637
## 1477 211373.53 -25473.52585 -0.739989614 221206.81 -35306.80703 -1.085654149
## 1478 217856.45 -37956.44643 -1.102610464 221650.77 -41750.77432 -1.283800637
## 1479 210203.26   8632.74222  0.250775634 221371.42  -2535.41902 -0.077961968
## 1480 197005.23  -4005.23462 -0.116349501 207551.75 -14551.74709 -0.447453790
## 1481 203181.65 -14181.64940 -0.411967834 213092.41 -24092.41350 -0.740821130
## 1482 134544.49  14755.50832  0.428638068 148493.31    806.69075  0.024805051
## 1483 134544.49   6455.50832  0.187528383 148493.31  -7493.30925 -0.230412857
## 1484 134544.49  14455.50832  0.419923260 148493.31    506.69075  0.015580308
## 1485 134544.49   9955.50832  0.289201142 148493.31  -3993.30925 -0.122790847
## 1486 102055.61 -17055.61413 -0.495454669  78655.08   6344.92100  0.195100899
## 1487 193336.52 -47436.52307 -1.378000620 169602.13 -23702.13130 -0.728820286
## 1489 131962.46  15537.53536  0.451355453 135453.95  12046.04533  0.370405601
## 1490 117464.14  47535.85637  1.380886189 125369.41  39630.58869  1.218606741
## 1491 152683.65 -17683.64666 -0.513698612 154513.50 -19513.50008 -0.600023455
## 1492 115058.59  -7058.59261 -0.205047596 106170.54   1829.46453  0.056254471
## 1493  97978.24  39521.75543  1.148081688 110846.67  26653.33017  0.819567129
## 1494 216184.63 -50784.62788 -1.475260921 225781.19 -60381.18607 -1.856669881
## 1495 152033.50  -5033.49773 -0.146219886 154296.06  -7296.06194 -0.224347671
## 1496 170302.68  -9802.68250 -0.284761650 172962.42 -12462.42171 -0.383208819
## 1500 149107.83  -1107.82758 -0.032181682 164205.94 -16205.93627 -0.498318694
## 1501  96092.81 -14092.81269 -0.409387184 100995.76 -18995.75517 -0.584103241
## 1502  96092.81 -14092.81269 -0.409387184 100995.76 -18995.75517 -0.584103241
## 1503 114817.10   3182.89830  0.092461157 120601.99  -2601.98922 -0.080008945
## 1504  96092.81 -13592.81269 -0.394862505 100995.76 -18495.75517 -0.568728668
## 1505  72167.33  19732.66772  0.573221362  75943.34  15956.65501  0.490653508
## 1506 118764.44   1235.55852  0.035892184 109124.27  10875.73178  0.334419460
## 1508  81659.51  17340.49343  0.503730230  84955.95  14044.05133  0.431842579
## 1509 128321.63   2178.36934  0.063280234 122838.29   7661.71218  0.235591103
## 1510 116767.55  18232.45153  0.529641042 122180.97  12819.02860  0.394174177
## 1511 140869.50  -5369.50490 -0.155980679 140147.19  -4647.19257 -0.142897201
## 1513 105194.90   2805.10237  0.081486428  95699.88  12300.12051  0.378218196
## 1514 106476.63  -8476.62681 -0.246240581  90234.34   7765.66322  0.238787509
## 1515  48260.42  18739.57947  0.544372784  39648.00  27351.99945  0.841050613
## 1516 161869.32 -25969.31515 -0.754391976 142212.77  -6312.77220 -0.194112351
## 1517 175763.93 -35763.93346 -1.038919366 155050.88 -15050.87918 -0.462801675
## 1518 165510.15  13989.85088  0.406396210 158535.11  20964.88998  0.644652454
## 1519 189547.09 -53047.09066 -1.540984016 169483.25 -32983.24592 -1.014206630
## 1520 201101.17 -33101.17285 -0.961567875 171993.90  -3993.89783 -0.122808946
## 1522 219407.49 -30407.49493 -0.883318257 206631.10 -17631.10044 -0.542141274
## 1524 164971.46 -19971.46132 -0.580158163 144213.40    786.60241  0.024187352
## 1526 188636.88 -11636.88216 -0.338043975 163896.83  13103.17362  0.402911393
## 1527 161590.69 -14090.68692 -0.409325432 135113.38  12386.62335  0.380878085
## 1528 130773.63 -39773.62792 -1.155398423 110258.13 -19258.12505 -0.592170891
## 1529 235930.59  -4930.58652 -0.143230381 202582.86  28417.14112  0.873802809
## 1531 183630.74 -45630.73545 -1.325543646 162361.55 -24361.55283 -0.749096934
## 1532 206172.33 -57172.33445 -1.660819706 181937.26 -32937.25827 -1.012792549
## 1533 187336.58   1363.41569  0.039606353 171338.63  17361.37409  0.533847419
## 1535 139634.22 -29634.22194 -0.860855172 130977.05 -20977.04992 -0.645026362
## 1536 150343.11 -46343.11053 -1.346237686 140479.37 -36479.37403 -1.121709583
## 1540 249017.15  14382.85145  0.417812625 235603.48  27796.52233  0.854719312
## 1542 186036.29  37963.71354  1.102821569 179243.76  44756.24069  1.376216160
## 1543 146507.23 -30007.23188 -0.871690871 149899.50 -33399.50142 -1.027006131
## 1544 180575.04 -29575.03550 -0.859135843 185571.96 -34571.95504 -1.063058078
## 1545 139160.55 -13160.54904 -0.382305522 117186.75   8813.25143  0.270999951
## 1546 150278.10 -30278.09564 -0.879559290 135314.62 -15314.62424 -0.470911610
## 1547  72947.51 -17947.51099 -0.521363702  61470.25  -6470.25364 -0.198954771
## 1548 132464.02 -11964.01512 -0.347546978 112028.13   8471.86771  0.260502694
## 1549 100885.35  19614.65393  0.569793137  91329.71  29170.29448  0.896961631
## 1550 128321.63  -9321.63066 -0.270787402 115424.95   3575.05413  0.109929860
## 1552 109597.34 -10097.34165 -0.293321309  95818.71   3681.28818  0.113196466
## 1553 177407.87 -11907.87443 -0.345916127 179796.58 -14296.58147 -0.439607665
## 1562 215534.48  34465.52104  1.001201317 225563.75  24436.25207  0.751393872
## 1563 244642.58  30357.41790  0.881863551 248308.58  26691.42025  0.820738367
## 1564 240630.23  59369.77257  1.724653877 248134.88  51865.12323  1.594808225
## 1565 247438.22  23561.77753  0.684454550 250309.23  20690.76832  0.636223447
## 1566 226847.07 -13847.07024 -0.402248524 233702.51 -20702.51003 -0.636584495
## 1567 152098.51  18901.48737  0.549076105 154364.14  16635.86086  0.511538507
## 1568 162565.91   8934.08969  0.259529585 165324.57   6175.43141  0.189889239
## 1572 206107.32  35392.68044  1.028134704 207352.54  34147.45599  1.050005095
## 1574 237555.96  56444.04117  1.639663253 241814.83  52185.16748  1.604649312
## 1577 144055.23  28444.76537  0.826302220 167113.00   5386.99709  0.165645558
## 1578 140934.52  26565.48021  0.771710189 163845.30   3654.70277  0.112378988
## 1580 176609.13 -26609.12707 -0.772978102 185589.25 -35589.25059 -1.094339047
## 1582 161070.57  18929.43222  0.549887885 167928.80  12071.20220  0.371179154
## 1584 231249.51   1250.48574  0.036325810 233821.34  -1321.34236 -0.040630148
## 1585 188311.81   6688.19230  0.194287704 202476.49  -7476.48559 -0.229895544
## 1586 284691.76  20308.24418  0.589941489 289780.80  15219.19795  0.467977333
## 1587 249973.80  48777.19672  1.416946331 255280.91  43470.08810  1.336668067
## 1592 156714.57   3785.43001  0.109964318 168464.30  -7964.29788 -0.244895355
## 1594 117919.25   6080.75212  0.176641955 125382.62  -1382.61785 -0.042514317
## 1595 135083.18 -20083.17947 -0.583403504 143818.33 -28818.33294 -0.886139115
## 1596 146200.73 -16700.72608 -0.485145398 155459.53 -25959.53441 -0.798233503
## 1597  85430.37  19569.62967  0.568485211  98171.10   6828.89620  0.209982723
## 1598  85430.37   9469.62967  0.275086678  98171.10  -3271.10380 -0.100583647
## 1599 125721.03  26778.96503  0.777911787 130308.54  22191.45506  0.682368282
## 1600 150408.13 -52408.12542 -1.522422485 149350.79 -51350.79479 -1.578993065
## 1601  62155.04  18844.96115  0.547434054  73336.13   7663.86824  0.235657400
## 1602 114538.47  -1538.47347 -0.044691669 112112.59    887.40794  0.027287036
## 1603 103355.91  25144.08802  0.730419656 113840.00  14660.00433  0.450782607
## 1604 110312.51   9187.49453  0.266890833 121587.59  -2087.59011 -0.064191612
## 1605 103355.91  27144.08802  0.788518376 113376.66  17123.33820  0.526528019
## 1606 103355.91  34644.08802  1.006388573 113376.66  24623.33820  0.757146611
## 1607 105241.34  29258.65614  0.849945226 115350.90  19149.09936  0.588818444
## 1609 108102.00  29398.00088  0.853993101 119272.97  18227.03475  0.560465745
## 1612 182590.50 -15290.49717 -0.444179152 183975.68 -16675.67732 -0.512762829
## 1613 191543.98 -24543.98366 -0.712987009 185153.24 -18153.24278 -0.558196705
## 1614 253048.07  -9048.07188 -0.262840694 250944.28  -6944.27709 -0.213530587
## 1615 281766.09 -13766.08567 -0.399895974 271890.64  -3890.64409 -0.119633981
## 1616 221190.77   3809.22540  0.110655559 231486.46  -6486.46447 -0.199453240
## 1617 181615.27 -13615.27378 -0.395514985 194074.53 -26074.53222 -0.801769587
## 1618 174983.75   2016.24524  0.058570633 188057.33 -11057.32540 -0.340003308
## 1619 183435.69 -14435.69077 -0.419347573 196907.36 -27907.36160 -0.858127525
## 1620 169392.47  -7892.47401 -0.229271316 182202.69 -20702.68606 -0.636589908
## 1621 245032.67   5967.32854  0.173347073 247327.04   3672.95865  0.112940340
## 1622 189547.09 -29547.09066 -0.858324063 201916.62 -41916.61694 -1.288900156
## 1624 209488.09 -30738.09397 -0.892921947 215989.23 -37239.23108 -1.145074538
## 1625 189983.63 -13983.62624 -0.406215388 195102.74 -19102.73674 -0.587392833
## 1626 228881.10 -24881.10056 -0.722780039 245419.99 -41419.99325 -1.273629402
## 1627 185692.64 -25692.64334 -0.746354837 189219.64 -29219.63982 -0.898478958
## 1628 204221.89 -44221.88768 -1.284617520 208158.31 -48158.30839 -1.480826835
## 1629 204872.04 -40972.03660 -1.190211428 209302.41 -45402.41428 -1.396085446
## 1630 186166.32 -18166.31625 -0.527719855 197913.27 -29913.26858 -0.919807450
## 1632 208364.27 -38364.27214 -1.114457540 202444.83 -32444.82545 -0.997650661
## 1634 214280.63 -32280.62735 -0.937731554 209566.52 -27566.51854 -0.847646892
## 1635 223512.74 -11512.74207 -0.334437785 220160.15  -8160.14891 -0.250917607
## 1637 302830.91  46434.08919  1.348880558 310164.34  39100.65709  1.202311797
## 1644 173033.31   9866.69202  0.286621085 178601.67   4298.33260  0.132170055
## 1647 204676.99 -28676.99193 -0.833048253 204001.51 -28001.51009 -0.861022510
## 1648 216704.75  -3704.74702 -0.107620529 215205.79  -2205.79077 -0.067826181
## 1649 233998.71 -41998.70840 -1.220035586 233777.66 -41777.66026 -1.284627357
## 1650 236534.29 -46534.28921 -1.351791304 235506.00 -45506.00337 -1.399270722
## 1651 211392.09 -16392.09450 -0.476179849 216450.55 -21450.54698 -0.659585992
## 1652 146507.23   1492.76812  0.043363958 149436.17  -1436.16754 -0.044160925
## 1653 155934.39  -4434.39128 -0.128816227 162087.37 -10587.36500 -0.325552428
## 1654 220670.66 -23670.65546 -0.687617384 219821.83 -22821.83393 -0.701751894
## 1655 167377.01  24972.98766  0.725449300 171752.28  20597.71688  0.633362195
## 1657 158730.03  11269.96835  0.327385364 158991.34  11008.65566  0.338506755
## 1658 146785.86  28214.13989  0.819602697 154218.89  20781.10627  0.639001262
## 1659 192732.82 -17732.82038 -0.515127077 193205.72 -18205.71915 -0.559810308
## 1660 234323.78 -36423.78287 -1.058087569 232728.04 -34828.04465 -1.070932615
## 1661 194599.68 -20599.68360 -0.598407618 191132.87 -17132.87449 -0.526821252
## 1662 201444.82 -22544.81597 -0.654912468 205108.07 -26208.06739 -0.805875679
## 1663 122405.28  16594.72454  0.482066122 128689.94  10310.05686  0.317025439
## 1664 143191.47     58.52763  0.001700190 142720.89    529.10684  0.016269583
## 1665 204676.99 -20676.99193 -0.600653375 199831.51 -15831.50524 -0.486805259
## 1667 109727.37  23272.62856  0.676054958 114951.55  18048.44504  0.554974264
## 1668 112067.91   7432.09244  0.215897526 117865.67   1634.33191  0.050254310
## 1669  77888.64  45111.35719  1.310456040  89810.81  33189.18546  1.020539095
## 1670  76978.43  33021.56568  0.959255338  88857.73  21142.26628  0.650106624
## 1671  80619.27  47380.73171  1.376379916  88036.72  39963.28171  1.228836767
## 1672  77368.52  43131.47633  1.252941769  89266.20  31233.80307  0.960412757
## 1673 158386.39 -25386.38853 -0.737458331 163407.22 -30407.21838 -0.934995985
## 1674 166336.77 -11336.77406 -0.329326027 180856.39 -25856.39308 -0.795061995
## 1675 166336.77  10663.22594  0.309759885 179003.06  -2003.05759 -0.061592309
## 1676 150408.13 -36908.12542 -1.072157410 151204.13 -37704.13028 -1.159369791
## 1677 158600.00 -45600.00187 -1.324650855 159781.86 -46781.85768 -1.438502152
## 1678 158600.00 -44900.00187 -1.304316303 159781.86 -46081.85768 -1.416977750
## 1679 134953.15 -28953.14969 -0.841070459 141365.51 -35365.50917 -1.087459190
## 1681 141696.13 -13696.12984 -0.397863802 143471.79 -15471.78688 -0.475744227
## 1682 180054.92 -25054.91636 -0.727829277 183637.34 -28637.33582 -0.880573608
## 1683 177110.68 -34610.67755 -1.005418020 173746.78 -31246.77500 -0.960811633
## 1684 114538.47  14711.52653  0.427360425 118135.93  11114.06761  0.341748083
## 1698 338570.53  41429.46703  1.203499488 340316.38  39683.61684  1.220237311
## 1699 243862.40   6137.59661  0.178293251 248881.65   1118.34505  0.034388155
## 1704 298409.90  18590.10188  0.540030556 305071.76  11928.24067  0.366783209
## 1708 329812.09  12187.90884  0.354050948 337953.05   4046.95231  0.124440326
## 1709 298084.82  55915.17634  1.624300068 304731.37  49268.62668  1.514968174
## 1710 292688.59  57311.41241  1.664859832 298617.63  51382.36828  1.579963922
## 1711 291973.42  -6973.42377 -0.202573495 297868.78 -12868.78250 -0.395704067
## 1713 213454.00  32245.99760  0.936725582 224311.95  21388.05478  0.657664410
## 1714 249518.70 -16820.69903 -0.488630536 254341.04 -21643.03761 -0.665504914
## 1716 167962.15  26737.85362  0.776717527 184411.66  10288.34140  0.316357707
## 1718 164061.25  35938.74717  1.043997592 180327.03  19672.97349  0.604927126
## 1719 167962.15  39037.85362  1.134024650 184411.66  22588.34140  0.694572198
## 1720 238661.21 -29161.21200 -0.847114536 243435.48 -33935.47882 -1.043486978
## 1721 238661.21 -29161.21200 -0.847114536 243435.48 -33935.47882 -1.043486978
## 1722 226698.47 -24198.47180 -0.702950111 230909.27 -28409.27373 -0.873560894
## 1723 269264.66  10735.34234  0.311854821 267282.75  12717.24759  0.391044497
## 1724 268224.42   9275.58061  0.269449677 266193.52  11306.48282  0.347664686
## 1727 199865.89    134.11011  0.003895813 209157.14  -9157.14235 -0.281574303
## 1729 179274.74  -3274.73765 -0.095129032 196257.09 -20257.09168 -0.622888261
## 1734 165621.61  37378.38975  1.085818288 181960.88  21039.12065  0.646934984
## 1744 240936.73 -14436.73323 -0.419377856 244428.18 -17928.17926 -0.551276194
## 1746 207992.75  51007.24856  1.481727909 218130.13  40869.87358  1.256713692
## 1747 181271.63   7228.36934  0.209979501 190150.40  -1650.39657 -0.050748284
## 1748 197850.43 -22850.42822 -0.663790308 207510.08 -32510.08297 -0.999657274
## 1749 235884.14 -20884.14028 -0.606670902 247335.25 -32335.24590 -0.994281183
## 1751 220345.58 -36845.58100 -1.070340534 231064.79 -47564.79472 -1.462576797
## 1752 199150.73 -33650.72607 -0.977532045 208408.29 -42908.29313 -1.319393352
## 1753 235168.98 -24168.97647 -0.702093290 246123.06 -35123.06281 -1.080004171
## 1755 238224.68 -18724.67641 -0.543939860 248859.36 -29359.35741 -0.902775155
## 1756 186491.39 -11491.39071 -0.333817542 201033.66 -26033.65782 -0.800512734
## 1757 201491.26 -31491.26220 -0.914801002 209469.07 -39469.07077 -1.213640203
## 1758 194339.62 -32339.62403 -0.939445370 203370.58 -41370.58021 -1.272109994
## 1759 189287.03  -2287.03109 -0.066436789 204424.31 -17424.31136 -0.535782687
## 1760 186296.35  -1296.34603 -0.037658022 200829.43 -15829.42622 -0.486741331
## 1763 286187.10 -38187.09835 -1.109310755 290419.91 -42419.90995 -1.304375986
## 1766 305496.52  17003.47860  0.493940166 309712.17  12787.82893  0.393214813
## 1767 263580.48 -11580.48445 -0.336405658 273556.13 -21556.13054 -0.662832596
## 1769 239394.94  30395.05553  0.882956900 247304.74  22485.25619  0.691402416
## 1770 264425.68  51324.32195  1.490938688 273514.47  42235.53359  1.298706571
## 1772 302180.76 -12180.76188 -0.353843333 304850.23 -14850.23218 -0.456631951
## 1774 280790.86 -17790.86228 -0.516813157 281062.83 -18062.83124 -0.555416627
## 1775 302635.87  27364.13387  0.794910567 305790.11  24209.89354  0.744433541
## 1778 290589.54  29410.45762  0.854354961 290075.41  29924.59160  0.920155623
## 1779 232809.87  50112.12832  1.455725239 237771.86  45150.13545  1.388328088
## 1780 237360.91 -22360.91415 -0.649570238 242073.93 -27073.93479 -0.832500362
## 1782 243992.43  11007.56682  0.319762768 249017.81   5982.19065  0.183947251
## 1787 240871.72 -13871.71834 -0.402964535 245750.10 -18750.10368 -0.576549667
## 1788 237620.97  22379.02628  0.650096383 241882.91  18117.09027  0.557085046
## 1790 206432.39  42567.60598  1.236561696 216959.61  32040.39255  0.985214695
## 1791 247763.30  59236.70306  1.720788293 252039.62  54960.38070  1.689984747
## 1792 237054.41  12945.59165  0.376061148 249487.30    512.69673  0.015764986
## 1793 256605.32 -35305.32230 -1.025597006 262224.79 -40924.78646 -1.258402216
## 1798 264992.24   5007.75658  0.145472122 271006.75  -1006.74546 -0.030956563
## 1801 245292.73   4407.26898  0.128028342 250379.35   -679.35338 -0.020889536
## 1804 247178.16   5821.83710  0.169120640 252353.59    646.40777  0.019876487
## 1806 297954.79  42045.20612  1.221386315 304595.22  35404.78108  1.088666768
## 1808 182831.99 -35831.98808 -1.040896309 192710.92 -45710.91715 -1.405571646
## 1809 121430.05  27569.94793  0.800889333 142495.47   6504.53099  0.200008770
## 1810 205132.10 -24132.09617 -0.701021941 216061.40 -35061.39729 -1.078108009
## 1811 191302.49   9697.50725  0.281706376 203754.70  -2754.70138 -0.084704714
## 1812 197738.97  -5988.96710 -0.173975659 210031.01 -18281.01046 -0.562125452
## 1813 196225.06 -17225.05591 -0.500376845 203954.82 -24954.81745 -0.767339314
## 1814 205652.22   9347.78469  0.271547159 212899.34   2100.65607  0.064593379
## 1815 181810.32  -2610.31846 -0.075828080 192888.76 -13688.76221 -0.420917742
## 1816 161720.72 -33720.71670 -0.979565228 166292.90 -38292.90046 -1.177473971
## 1817 107776.92  36223.07534  1.052257144 118932.58  25067.42075  0.770801770
## 1819 108427.07  12322.92641  0.357973121 116833.35   3916.65197  0.120433702
## 1820 113368.21  19131.79459  0.555766382 115520.54  16979.45885  0.522103852
## 1821 119024.50  12975.49895  0.376929936 120979.92  11020.07619  0.338857927
## 1822 115253.64  17246.36271  0.500995793 117031.45  15468.55388  0.475644815
## 1823  94012.34  34987.66387  1.016369232 102060.62  26939.37818  0.828362861
## 1825 117919.25  27080.75212  0.786678508 122602.61  22397.38538  0.688700464
## 1826 114538.47  13961.52653  0.405573406 115819.26  12680.73697  0.389921827
## 1827 108947.19  16552.80727  0.480848452 112744.63  12755.37307  0.392216823
## 1828 271252.24  28747.75825  0.835103969 277882.57  22117.43065  0.680092095
## 1829 249407.24  44592.76209  1.295391185 247595.29  46404.71233  1.426905255
## 1830 117724.20  11275.79680  0.327554677 125178.39   3821.61376  0.117511358
## 1833 320319.92 -18319.91687 -0.532181854 321527.10 -19527.10206 -0.600441704
## 1835 227218.59 -13218.59093 -0.383991602 230527.22 -16527.22360 -0.508198004
## 1843 176999.22   -499.21642 -0.014501917 191094.39 -14594.38639 -0.448764912
## 1844 174203.58   1796.42395  0.052184966 188167.07 -12167.06672 -0.374126906
## 1845 177714.38  -9214.38024 -0.267671846 192306.57 -23806.56948 -0.732031671
## 1846 181680.29  -4680.28867 -0.135959389 196459.28 -19459.27878 -0.598356196
## 1847 178559.57  -1559.57384 -0.045304621 193191.57 -16191.57310 -0.497877038
## 1848 180166.38 -31366.37749 -0.911173181 188993.08 -40193.08414 -1.235902995
## 1849 231314.53 -57314.52916 -1.664950371 232499.42 -58499.41794 -1.798807118
## 1850 235299.01   3700.99375  0.107511498 243479.21  -4479.21398 -0.137732003
## 1851 196810.19   7189.81005  0.208859378 204104.18   -104.17839 -0.003203396
## 1852 270778.57  30221.43115  0.877913223 275675.61  25324.38521  0.778703208
## 1853 291193.25  21306.75493  0.618947587 294735.19  17764.81328  0.546252830
## 1854 234760.32  44939.68155  1.305468972 233790.84  45909.15973  1.411667436
## 1855 262085.14  -7085.14193 -0.205818836 263650.35  -8650.34521 -0.265990724
## 1856 143405.09  50594.91430  1.469749863 153922.22  40077.78365  1.232357604
## 1857 143730.16  74269.83983  2.157491290 153335.93  64664.06538  1.988364760
## 1858 221822.35  -8072.35486 -0.234496740 212830.14    919.86479  0.028285056
## 1859 200014.49 -13014.48833 -0.378062552 204537.04 -17537.03670 -0.539248894
## 1860 161460.66  20039.34287  0.582130078 164167.26  17332.74384  0.532967063
## 1863 233933.69  -7933.69351 -0.230468716 243902.93 -17902.92823 -0.550499746
## 1864 154309.02 -10859.01897 -0.315447548 152972.09  -9522.09302 -0.292796224
## 1865 236162.77   3887.23149  0.112921586 239607.96    442.04245  0.013592428
## 1866 149757.98  12742.02350  0.370147623 148670.02  13829.97722  0.425259983
## 1867 163606.15    393.85142  0.011441131 162707.13   1292.86716  0.039754560
## 1868 213193.94 -28193.94283 -0.819015986 208749.62 -23749.61865 -0.730280481
## 1869 212153.70 -23653.70455 -0.687124971 217390.39 -28890.39473 -0.888354953
## 1870 243425.87  11574.13220  0.336221129 250135.53   4864.47131  0.149578336
## 1871 159528.78 -22623.77902 -0.657206294 169878.69 -32973.69460 -1.013912935
## 1872 150473.14   8026.85968  0.233175134 148028.87  10471.12962  0.321978289
## 1873 189268.46 -13768.46243 -0.399965017 184160.54  -8660.54234 -0.266304277
## 1874 147807.53 -20807.52973 -0.604445415 143847.70 -16847.70350 -0.518052488
## 1875 122275.25   4724.75433  0.137251088 126700.45    299.54675  0.009210807
## 1876 129231.84  13768.16084  0.399956256 133984.71   9015.28618  0.277212347
## 1877 120064.74  35935.26067  1.043896312 123459.16  32540.83935  1.000603006
## 1879 162649.49 -43649.49386 -1.267989846 167586.39 -48586.39382 -1.493990096
## 1880 100773.88   2226.11506  0.064667217 110530.65  -7530.65240 -0.231561127
## 1882 141696.13   9803.87016  0.284796150 136058.44  15441.55506  0.474814625
## 1883 119544.62   6955.37981  0.202049330 120597.87   5902.12632  0.181485341
## 1884 153398.81  -8398.81048 -0.243980066 147385.67  -2385.67348 -0.073357421
## 1885 109597.34  10402.65835  0.302190564 109255.39  10744.60590  0.330387451
## 1887 107646.89  -1146.89488 -0.033316562 107676.41  -1176.41192 -0.036173661
## 1888 127476.44  13023.56294  0.378326164 129366.63  11133.37385  0.342341733
## 1889 112978.12  24521.88394  0.712345026 114185.41  23314.58980  0.716903716
## 1890 108427.07   9172.92641  0.266467639 108956.67   8643.32779  0.265774944
## 1891 186537.84 -23037.83695 -0.669234411 178057.96 -14557.96277 -0.447644917
## 1892 147157.38  13842.61920  0.402119224 144093.60  16906.40077  0.519857378
## 1894 219453.94   5046.05884  0.146584778 219332.11   5167.88649  0.158908094
## 1895 168742.33 -21742.32508 -0.631600621 166231.90 -19231.89628 -0.591364378
## 1896 186816.47  13183.53483  0.382973245 182840.69  17159.31104  0.527634153
## 1897 172318.14   9581.85583  0.278346776 168122.81  13777.19312  0.423636917
## 1898 136578.52  14171.47800  0.411672361 137970.77  12779.23337  0.392950507
## 1899 100773.88   1026.11506  0.029807985 109603.98  -7803.98466 -0.239965860
## 1900 140005.74 -16005.74264 -0.464956575 129655.10  -5655.09898 -0.173889462
## 1901 109337.28  29162.71792  0.847158282 100643.08  37856.92440  1.164068079
## 1903  35387.47  29112.52816  0.845700301  41458.73  23041.26760  0.708499292
## 1904  35647.53  28352.46859  0.823621058  41267.71  22732.29266  0.698998576
## 1905 102835.79   9164.20716  0.266214350 102175.37   9824.63487  0.302099128
## 1906 207946.31 -42946.30521 -1.247562666 207282.45 -42282.44883 -1.300149174
## 1907 125070.89  18929.11396  0.549878639 124067.77  19932.23354  0.612899151
## 1908 175132.35 -38132.35320 -1.107720443 173243.87 -36243.87457 -1.114468175
## 1909 139764.25 -34764.25173 -1.009879252 132966.54 -27966.53981 -0.859947204
## 1910 157188.24 -10688.24289 -0.310486612 151674.56  -5174.56371 -0.159113413
## 1911 151726.99 -25726.99193 -0.747352642 158002.76 -32002.75944 -0.984057509
## 1912 133522.82  41477.17794  1.204885460 138014.48  36985.52475  1.137273285
## 1913 160940.54  -2440.53799 -0.070896066 156672.63   1827.36952  0.056190052
## 1914 109597.34   4902.65835  0.142419086 109255.39   5244.60590  0.161267150
## 1915 149386.46  -5386.45580 -0.156473092 150918.64  -6918.64146 -0.212742314
## 1917 140265.80    734.19779  0.021327976 133170.74   7829.25511  0.240742905
## 1918 115838.77  15161.22868  0.440423985 114864.14  16135.86229  0.496163979
## 1919 118764.44  23335.55852  0.677883032 121170.95  20929.05112  0.643550440
## 1920 118959.49  20040.51384  0.582164094 119058.51  19941.48887  0.613183744
## 1921 173163.34 -15263.33777 -0.443390189 168081.14 -10181.14276 -0.313061441
## 1922 118959.49  20440.51384  0.593783838 117205.18  22194.82436  0.682471885
## 1923 160290.39 -10290.38907 -0.298929213 154138.52  -4138.52297 -0.127256045
## 1924 124680.80  -4680.79669 -0.135974147 125975.97  -5975.97261 -0.183756052
## 1925 191302.49 -16452.49275 -0.477934379 186611.35 -11761.34813 -0.361651406
## 1926 110247.49   5752.50943  0.167106715 109472.83   6527.16776  0.200704832
## 1927 118439.37  16560.63298  0.481075784 117587.23  17412.77423  0.535427930
## 1928 187141.54 -23641.53964 -0.686771588 188277.75 -24777.74756 -0.761894567
## 1929 142039.77 -12039.77296 -0.349747695 141835.92 -11835.91607 -0.363944306
## 1930 129361.87    138.13106  0.004012619 128560.86    939.13824  0.028877698
## 1931 125330.95  16669.05439  0.484225356 123413.41  18586.59248  0.571521838
## 1932 151726.99 -23126.99193 -0.671824307 153369.42 -24769.42072 -0.761638524
## 1933 141045.98 -16045.98092 -0.466125471 131671.00  -6671.00195 -0.205127610
## 1934 147027.35 -11027.35102 -0.320337486 138397.44  -2397.43836 -0.073719181
## 1935 115838.77  18661.22868  0.542096744 113474.14  21025.86391  0.646527350
## 1936 110442.54  16557.46475  0.480983749 109213.73  17786.27002  0.546912606
## 1938 121318.59  -6318.59094 -0.183551021 127873.04 -12873.04325 -0.395835081
## 1939 110442.54   6457.46475  0.187585216 108750.40   8149.60390  0.250593357
## 1940 110637.58  21362.42007  0.620564624 109417.96  22582.03842  0.694378387
## 1942 110377.52   2122.47964  0.061656674 107292.32   5207.68271  0.160131794
## 1943 121578.65  16421.34949  0.477029687  98028.65  39971.34960  1.229084848
## 1944 108362.06  26637.94131  0.773815138 103791.92  31208.07758  0.959621721
## 1945 129361.87  26638.13106  0.773820650 127634.19  28365.80598  0.872224297
## 1947 117529.16  -8529.15852 -0.247766594 109220.80   -220.80300 -0.006789504
## 1948  78538.79  24661.20826  0.716392309  83541.58  19658.42151  0.604479665
## 1950  84130.07 -19630.07248 -0.570241036  75959.54 -11459.53554 -0.352370927
## 1951 150036.60  -2036.60473 -0.059162063 122409.38  25590.62044  0.786889713
## 1953 215859.55 -43859.55342 -1.274091942 207370.78 -35370.77907 -1.087621235
## 1955 141306.04 -12806.04049 -0.372007276 139356.65 -10856.65270 -0.333832794
## 1957 110377.52  12522.47964  0.363770015 105902.32  16997.68433  0.522664270
## 1958 149757.98 -30557.97650 -0.887689650 138940.01 -19740.01147 -0.606988486
## 1959 199429.35 -56429.35430 -1.639236609 191414.33 -48414.32735 -1.488699200
## 1960 114538.47   4461.52653  0.129604489 110722.59   8277.40956  0.254523271
## 1962 106476.63  22523.37319  0.654289569 102281.02  26718.98255  0.821585884
## 1963 124030.65  10969.35223  0.318652658 125295.20   9704.79941  0.298414290
## 1964 117919.25  34080.75212  0.990024026 118432.61  33567.39023  1.032168569
## 1965 126371.18  13628.81611  0.395908381 126819.31  13180.68789  0.405294891
## 1966 131052.26  20947.74385  0.608518545 132647.54  19352.46164  0.595071660
## 1967 139829.27  16670.73338  0.484274130 141837.96  14662.03942  0.450845185
## 1968 167330.57 -26330.56611 -0.764886085 171097.95 -30097.95072 -0.925486268
## 1969 110442.54 -11442.53525 -0.332398322 111530.40 -12530.39933 -0.385299073
## 1970 199754.43 -12754.42876 -0.370507988 198704.72 -11704.72143 -0.359910183
## 1971 168110.74   1389.25518  0.040356973 172378.21  -2878.21101 -0.088502529
## 1972 106476.63  19023.37319  0.552616810 107841.02  17658.97609  0.542998427
## 1973 111157.70  18842.30093  0.547356777 112742.58  17257.41758  0.530650845
## 1974 112718.06  -9718.05649 -0.282303318  97696.42   5303.58412  0.163080680
## 1976 163671.16 -36171.16348 -1.050749137 143778.52 -16278.52130 -0.500550621
## 1977 116748.98 -27248.97982 -0.791565415 100063.87 -10563.86689 -0.324829881
## 1978 111157.70  28842.30093  0.837850373 121082.59  18917.40789  0.581694129
## 1979 113173.16 -13273.16073 -0.385576820  95392.95   4507.04694  0.138587842
## 1980  89266.25  10733.75101  0.311808594  61877.61  38122.38815  1.172230863
## 1981 119999.72  10000.27556  0.290501602 111807.74  18192.26334  0.559396554
## 1982 126631.24   8368.75654  0.243107019 100218.26  34781.74365  1.069508899
## 1983  69000.17  50999.82879  1.481512369  77581.31  42418.68664  1.304338370
## 1985  95377.65 -10377.64887 -0.301464055  75226.88   9773.12312  0.300515186
## 1986  83609.95  24890.04665  0.723039917  72171.58  36328.41917  1.117067850
## 1987 138092.43  -1092.43318 -0.031734484 119953.60  17046.40168  0.524162287
## 1988 106606.66   3893.34340  0.113099133 100100.50  10399.49751  0.319775663
## 1989 113238.18 -13238.17563 -0.384560525  96851.03   3148.96812  0.096828079
## 1990 252834.46 -67934.45854 -1.973452520 213796.26 -28896.25708 -0.888535216
## 1992 146005.68 -21005.68140 -0.610201594 132088.61  -7088.60922 -0.217968677
## 1993 130402.11 -16402.10722 -0.476470712 108800.07   5199.92724  0.159893320
## 1995 186686.44 -42586.43539 -1.237108678 160001.17 -15901.17484 -0.488947540
## 2000 184475.93 -32475.92905 -0.943404943 165099.89 -13099.89194 -0.402810484
## 2003 131442.35 -44442.34550 -1.291021679 119155.99 -32155.98542 -0.988769077
## 2004  84130.07  20369.92752  0.591733351  89396.22  15103.78218  0.464428397
## 2007 143600.13 -15350.13038 -0.445911458 141153.10 -12903.09955 -0.396759286
## 2009 185711.21  24288.78800  0.705573738 165003.36  44996.64285  1.383608321
## 2010 133132.73   1867.26730  0.054242919 125096.00   9904.00249  0.304539614
## 2011 159510.21 -31510.21036 -0.915351434 144981.59 -16981.58686 -0.522169287
## 2012 158600.00 -27600.00187 -0.801762381 144955.17 -13955.17379 -0.429109670
## 2013 107776.92   5223.07534  0.151726994  98545.89  14454.11111  0.444451567
## 2014 171017.85 -45017.84632 -1.307739609 156567.92 -30567.91767 -0.939937350
## 2015 136253.45  -4253.44754 -0.123559927 128363.70   3636.29682  0.111813020
## 2016 143015.00 -11264.99635 -0.327240931 131273.73    476.27270  0.014644979
## 2017 133587.84  -1087.83695 -0.031600967 119549.20  12950.80241  0.398226109
## 2018 148671.29 -11171.29199 -0.324518879 132563.11   4936.89488  0.151805299
## 2019 164042.68 -32042.68417 -0.930819457 137359.90  -5359.89777 -0.164812277
## 2020 168287.22 -40787.22084 -1.184842648 150465.34 -22965.33810 -0.706164525
## 2021 143516.55 -41516.54683 -1.206029101 122211.25 -20211.25494 -0.621478821
## 2022 226605.58 -26605.57933 -0.772875043 205507.25  -5507.24759 -0.169343158
## 2023 197999.03 -17499.02667 -0.508335519 176016.61   4483.38724  0.137860327
## 2024 168872.35  -3872.35487 -0.112489429 145981.36  19018.63967  0.584806920
## 2025 135863.36 -45863.35818 -1.332301187 121931.90 -31931.89964 -0.981878631
## 2026 170172.65 -16597.65272 -0.482151183 145026.24   8548.76500  0.262867219
## 2027 195899.98 -55899.98145 -1.623858666 170717.73 -30717.72655 -0.944543845
## 2029 126566.23 -13566.22857 -0.394090253 100613.51  12386.48698  0.380873891
## 2030 129231.84 -12231.83916 -0.355327095 103404.68  13595.32171  0.418044526
## 2031 226717.04 -57217.04045 -1.662118387 203912.99 -34412.98784 -1.058169973
## 2032 180556.47 -41156.46684 -1.195569008 155114.84 -15714.84085 -0.483217929
## 2033 228556.03 -26056.02610 -0.756910874 228399.59 -25899.58786 -0.796390197
## 2034 167507.04 -40507.04213 -1.176703636 141771.74 -14771.73587 -0.454218257
## 2035 168807.34 -27807.33998 -0.807785420 153789.96 -12789.95895 -0.393280310
## 2036 235429.04 -23129.03604 -0.671883687 221838.68  -9538.67641 -0.293306150
## 2037 221144.33 -60144.32837 -1.747154227 198398.76 -37398.76104 -1.149979948
## 2039 122535.31 -21535.30524 -0.625586827 105196.07  -4196.07009 -0.129025570
## 2040  98953.47  10946.53205  0.317989746  86384.46  23515.53509  0.723082612
## 2041 105826.48  22673.52211  0.658651299  97430.24  31069.75941  0.955368555
## 2043 104916.27 -17916.26940 -0.520456154  91380.49  -4380.48718 -0.134696238
## 2045 255908.73 -36908.72715 -1.072174890 237259.65 -18259.65458 -0.561468777
## 2047 124030.65   1969.35223  0.057208421 116028.52   9971.47684  0.306614393
## 2048 133652.85 -25152.85184 -0.730674240 127030.62 -18530.61674 -0.569800632
## 2049 115253.64  14746.36271  0.428372394 117494.78  12505.22001  0.384524830
## 2051  86535.62  28864.37650  0.838491654  95621.75  19778.25475  0.608164434
## 2052  88095.98  30404.01908  0.883217285  95865.60  22634.40352  0.695988569
## 2053 116618.95  48381.04997  1.405438522 119387.74  45612.26490  1.402538173
## 2054 117919.25   5080.75212  0.147592596 121675.95   1324.05313  0.040713502
## 2055 138770.46  -9770.45968 -0.283825597 135774.97  -6774.97410 -0.208324665
## 2056 108427.07  16572.92641  0.481432900 111736.68  13263.32456  0.407835898
## 2057 111937.88  -3937.87778 -0.114392828 116339.51  -8339.51207 -0.256432871
## 2058 106736.69  13163.31362  0.382385832 112283.34   7616.66244  0.234205862
## 2059 108622.12   6377.88174  0.185273380 112867.57   2132.42521  0.065570253
## 2060 111612.80  22887.19668  0.664858408 115535.79  18964.20781  0.583133187
## 2061 112392.98  14607.01798  0.424324519 115889.38  11110.61526  0.341641926
## 2062 108427.07  20572.92641  0.597630339 112663.34  16336.65681  0.502338239
## 2063 162956.00 -19455.99966 -0.565184332 166196.37 -22696.36567 -0.697893852
## 2064 109597.34  19402.65835  0.563634801 112962.07  16037.93493  0.493152796
## 2065 139699.24  47300.76316  1.374056882 139848.47  47151.52931  1.449869239
## 2067 142364.85 -30364.84742 -0.882079374 125032.95 -13032.94883 -0.400752041
## 2068 193169.36 -27919.35597 -0.811039413 172955.16  -7705.15667 -0.236926984
## 2069 163866.21 -13866.20815 -0.402804468 156492.77  -6492.76745 -0.199647051
## 2070 126761.27  10238.72675  0.297428456 127227.78   9772.22468  0.300487559
## 2073 178364.53   3635.47084  0.105608100 185574.00  -3573.99955 -0.109897432
## 2074 213342.54  -2342.54128 -0.068049324 224052.87 -13052.86948 -0.401364584
## 2075 136448.49  79551.50778  2.310920362 132737.94  83262.06037  2.560237215
## 2079 219714.00  23285.99927  0.676443368 213117.75  29882.25189  0.918853713
## 2080 185126.08 -31126.07797 -0.904192634 178754.01 -24754.01236 -0.761164730
## 2081 106476.63  11523.37319  0.334746612 105987.69  12012.31158  0.369368317
## 2084  60529.67  25470.33346  0.739896877  48004.17  37995.82573  1.168339177
## 2085 117789.22  12210.78191  0.354715395 129879.80    120.19784  0.003695981
## 2086 137553.75 -12553.74539 -0.364678265 135285.25 -10285.25368 -0.316262763
## 2087 146525.80 -10025.80054 -0.291243086 144679.91  -8179.90749 -0.251525166
## 2088 109745.94 -13745.94009 -0.399310758  99538.62  -3538.61586 -0.108809414
## 2089 137423.72 -17423.71560 -0.506147781 137929.10 -17929.10250 -0.551304583
## 2091 202271.44 -22371.44091 -0.649876033 205652.66 -25752.65848 -0.791872244
## 2092 254348.37 -29348.36973 -0.852551348 260182.50 -35182.49694 -1.081831720
## 2093 286010.62  14989.37767  0.435431823 291482.76   9517.24138  0.292647041
## 2094 246806.64  -8806.64221 -0.255827317 252748.88 -14748.87543 -0.453515318
## 2095 237379.48  -8879.48281 -0.257943290 241951.01 -13451.01346 -0.413607171
## 2096 235819.13 -15819.12539 -0.459535463 242633.83 -22633.82998 -0.695970933
## 2107 189138.43   4861.56736  0.141225419 199314.41  -5314.40570 -0.163413435
## 2109 209032.99   7967.01028  0.231436547 219682.70  -2682.69552 -0.082490595
## 2110 235150.41 -22151.40781 -0.643484213 239759.31 -26760.30994 -0.822856666
## 2111 191088.88 -15188.87941 -0.441227221 200893.39 -24993.38788 -0.768525322
## 2112 225221.70 -34221.69793 -0.994118411 236633.92 -45633.91871 -1.403204010
## 2113 164841.43  11590.56846  0.336698592 181607.29  -5175.28680 -0.159135647
## 2114 242580.67  34419.32580  0.999859375 246933.86  30066.14429  0.924508248
## 2115 230292.86 -23292.85954 -0.676642654 234067.26 -27067.26461 -0.832295260
## 2117 206385.95  33614.05221  0.976466692 218621.94  21378.05560  0.657356944
## 2118 215097.94 -27597.94337 -0.801702583 215697.61 -28197.60875 -0.867052376
## 2119 250949.03  28050.97334  0.814862813 242402.05  36597.94623  1.125355576
## 2120 116748.98  22751.02018  0.660902568 133423.91   6076.09435  0.186834710
## 2121 114668.50  11331.49674  0.329172724 131245.44  -5245.43520 -0.161292651
## 2122 157429.73  20070.26620  0.583028381 168749.81   8750.18677  0.269060767
## 2123 164451.34  10548.65781  0.306431755 177028.82  -2028.81874 -0.062384443
## 2124 196178.61  14821.39032  0.430551898 210713.83    286.17301  0.008799576
## 2125 114668.50  31331.49674  0.910159918 131245.44  14754.56480  0.453690261
## 2126 121625.10  26274.90325  0.763269115 139456.36   8443.63648  0.259634607
## 2127  85560.40  38039.59988  1.105026018 108500.60  15099.39662  0.464293545
## 2128 195528.46   9221.53924  0.267879810 209569.72  -4819.72110 -0.148202306
## 2129 230292.86   5207.14046  0.151264096 239163.94  -3663.93720 -0.112662938
## 2130 222491.07  -5491.07245 -0.159512138 230531.34 -13531.33914 -0.416077117
## 2131 218395.13 -27845.13423 -0.808883319 227632.48 -37082.47706 -1.140254485
## 2132 228277.40 -10777.39787 -0.313076507 237516.88 -20016.87782 -0.615501890
## 2133 204676.99  21323.00807  0.619419731 214194.86  11805.14473  0.362998114
## 2134 216964.81 -36964.80659 -1.073803962 227061.45 -47061.44636 -1.447099265
## 2135 108427.07  22572.92641  0.655729058 115443.35  15556.65358  0.478353806
## 2136 116944.02  36555.97551  1.061927680 125288.13  28211.87243  0.867490972
## 2137 115903.79  44096.21379  1.280966774 124662.23  35337.77379  1.086606350
## 2138 117919.25  16980.75212  0.493279976 126772.62   8127.38054  0.249910007
## 2139 109272.27  20727.73281  0.602127365 117718.35  12281.64835  0.377650193
## 2140 107451.85  12548.14980  0.364515717 114885.52   5114.47773  0.157265820
## 2141 107646.89   4853.10512  0.140979596 113699.75  -1199.75226 -0.036891357
## 2142 113303.19   8696.80948  0.252636747 121012.47    987.52959  0.030365691
## 2143 106476.63  20523.37319  0.596190849 112474.36  14525.63737  0.446650938
## 2144  78083.69  38916.31251  1.130493959  90478.38  26521.61998  0.815517154
## 2145 267657.85  38242.14599  1.110909853 272871.24  33028.75702  1.015606058
## 2146 278645.37 -50145.37083 -1.456690913 283449.62 -54949.62231 -1.689653936
## 2147 217289.88  52710.11894  1.531195203 226011.83  43988.16924  1.352598620
## 2148 203376.69 -11376.69408 -0.330485678 212369.98 -20369.97736 -0.626359399
## 2149 234128.74 -21128.73819 -0.613776315 245033.83 -32033.82758 -0.985012828
## 2150 220930.72 -20930.71503 -0.608023869 230750.82 -30750.82179 -0.945561496
## 2151 297044.59 -30044.58538 -0.872775967 300862.13 -33862.13487 -1.041231714
## 2152 241131.78 -13131.77791 -0.381469740 240462.41 -12462.40602 -0.383208337
## 2153 296199.39 -21199.39178 -0.615828757 301367.13 -26367.13286 -0.810766807
## 2155 275181.01   9818.98713  0.285235289 272087.78  12912.22386  0.397039851
## 2156 273509.19 -33509.19433 -0.973420638 274828.19 -34828.18628 -1.070936970
## 2157 134544.49  -3044.49168 -0.088440534 148493.31 -16993.30925 -0.522529740
## 2158 224813.04  22086.96008  0.641612047 225691.70  21208.30222  0.652137172
## 2159 233868.68 -14368.67862 -0.417400913 244761.52 -25261.51877 -0.776770118
## 2160 195444.88 -10444.87721 -0.303416995 204527.89 -19527.89264 -0.600466014
## 2162 225351.73 -11851.72771 -0.344285101 237233.41 -23733.40698 -0.729781986
## 2163 200971.14 -21371.14306 -0.620818021 210777.79 -31177.78865 -0.958690362
## 2164 185887.69 -12387.68802 -0.359854405 195447.21 -21947.21175 -0.674858009
## 2166 205457.17 -36782.17064 -1.068498504 216401.78 -47726.78330 -1.467557808
## 2167 150166.63  16833.36549  0.488998488 173512.26  -6512.25985 -0.200246426
## 2168 129231.84  10768.16084  0.312808177 133058.05   6941.95392  0.213459152
## 2170  91931.86  18068.14043  0.524867910 100808.82   9191.18089  0.282620959
## 2171  83609.95  11140.04665  0.323611222  93021.61   1728.39495  0.053146668
## 2172 138138.88 -16138.87942 -0.468824113 123851.27  -1851.26783 -0.056924904
## 2174 132464.02 -13964.01512 -0.405645698 140291.50 -21791.49846 -0.670069959
## 2175 147287.41 -13787.41059 -0.400515449 149326.43 -15826.42622 -0.486649084
## 2176 151773.44  -3773.43817 -0.109615962 154023.75  -6023.75313 -0.185225262
## 2179 121169.99  35830.00750  1.040838775 143149.83  13850.17205  0.425880957
## 2180 141844.73  29655.27171  0.861466654 164798.38   6701.62195  0.206069149
## 2183 149107.83  -9107.82758 -0.264576559 164669.27 -24669.27014 -0.758558979
## 2184 112718.06  19031.94351  0.552865772 112986.43  18763.56635  0.576963633
## 2185  96092.81 -34592.81269 -1.004899058 101459.09 -39959.08904 -1.228707846
## 2186  82829.77  28170.22536  0.818327008  87108.01  23891.99395  0.734658400
## 2188  42409.08  36590.91978  1.062942789  41861.06  37138.93790  1.141990608
## 2189 135649.74 -27149.74485 -0.788682703 111193.91  -2693.91032 -0.082835441
## 2192  71127.09  53872.90600  1.564973423  75317.44  49682.55637  1.527696158
## 2193  77368.52   1906.47633  0.055381916  81852.85  -2577.85498 -0.079266838
## 2194  82829.77  36170.22536  1.050721886  87108.01  31891.99395  0.980651565
## 2197 177064.23 -12064.23131 -0.350458194 155949.09   9050.91066  0.278307769
## 2198 101600.51  -5100.50988 -0.148166546  86055.21  10444.78559  0.321168233
## 2199 142754.94  -6254.93678 -0.181701908 129148.08   7351.91699  0.226065166
## 2200 163801.19 -17301.19326 -0.502588586 141134.67   5365.32752  0.164979237
## 2201 165250.09   9749.91045  0.283228655 157799.47  17200.53266  0.528901683
## 2202 179906.32 -31406.31792 -0.912333425 154434.07  -5934.06883 -0.182467546
## 2203 172773.25 -31273.24841 -0.908467841 150529.33  -9029.32630 -0.277644069
## 2204 201231.20 -11281.20263 -0.327711713 171203.38  18746.61551  0.576442409
## 2205 174398.62 -39398.62072 -1.144504704 154547.93 -19547.92569 -0.601082013
## 2206 215534.48 -51534.47896 -1.497043614 196837.05 -32837.04788 -1.009711166
## 2207  95424.10  -5074.09511 -0.147399214  73564.54  16785.46007  0.516138555
## 2208 131572.38   7427.62472  0.215767742 110025.46  28974.53761  0.890942275
## 2209 112327.97   7422.03287  0.215605302 102847.96  16902.04087  0.519723315
## 2210 206711.02 -61711.02225 -1.792665681 197648.97 -52648.97231 -1.618910914
## 2211 180463.57 -35463.57438 -1.030194127 179289.54 -34289.53897 -1.054374026
## 2212 220215.55  17784.44879  0.516626849 195251.93  42748.06781  1.314466560
## 2214 250010.94 -11010.94060 -0.319860774 230015.04   8984.95984  0.276279838
## 2217 208856.51  11143.48630  0.323711141 193408.85  26591.15424  0.817655273
## 2218 138398.94   1601.06101  0.046509797 131536.92   8463.08142  0.260232523
## 2220 230246.41  29253.58670  0.849797961 221829.59  37670.41459  1.158333062
## 2221 198974.25  58525.74995  1.700135560 194644.46  62855.54209  1.932754214
## 2222 221645.88  -2145.87885 -0.062336406 202772.97  16727.02904  0.514341851
## 2224 180835.10  20164.90493  0.585777576 177040.92  23959.07971  0.736721230
## 2225 176154.02  38845.97718  1.128450763 175846.03  39153.96725  1.203951039
## 2226 147352.43 -23452.42548 -0.681277943 151247.84 -27347.83891 -0.840922680
## 2227 130420.68  39579.32412  1.149754022 155937.21  14062.79366  0.432418889
## 2228 203943.26  -3943.25945 -0.114549162 198742.24   1257.75651  0.038674938
## 2229 218785.22 -20785.22358 -0.603797436 214140.92 -16140.92411 -0.496319625
## 2231 314858.67    141.33410  0.004105665 313955.28   1044.71836  0.032124197
## 2232 148931.35 -33931.35156 -0.985684035 132372.08 -17372.08006 -0.534176619
## 2233 158404.96 -17404.95719 -0.505602861 144287.61  -3287.60831 -0.101091146
## 2234 102510.72 -15510.71838 -0.450576437  93958.30  -6958.30331 -0.213961881
## 2235 154392.60 -24542.60252 -0.712946888 140870.57 -11020.56822 -0.338873057
## 2236  94207.38   5792.61919  0.168271878  92071.51   7928.49175  0.243794347
## 2238 103355.91 -28155.91198 -0.817911214  86039.96 -10839.96337 -0.333319612
## 2239 145206.93 -26806.93403 -0.778724268 121201.26  -2801.25895 -0.086136319
## 2241 151596.96    403.03785  0.011707992 149526.60   2473.40466  0.076055080
## 2247 243277.27  -8277.26936 -0.240449375 248268.96 -13268.96013 -0.408009187
## 2248 163866.21  19633.79185  0.570349081 168076.11  15423.88576  0.474271309
## 2249 138705.44  17294.55521  0.502395755 141266.90  14733.09664  0.453030133
## 2250 149627.95 -15627.94672 -0.453981845 155020.54 -21020.54258 -0.646363724
## 2251 140804.49  74195.50999  2.155332055 162319.14  52680.85879  1.619891396
## 2252 200125.95  44874.05054  1.303562434 208966.12  36033.88272  1.108011105
## 2253 204611.98   5388.02296  0.156518617 208566.77   1433.22840  0.044070549
## 2254 168203.64 -20203.63729 -0.586902726 163030.20 -15030.19677 -0.462165709
## 2255 146117.14  -3117.14253 -0.090550994 147174.37  -4174.36885 -0.128358275
## 2256 206107.32  37892.68044  1.100758103 208279.21  35720.78825  1.098383718
## 2258 136643.54  33356.46311  0.968983894 138038.84  31961.15617  0.982778244
## 2259 227580.80  29419.19729  0.854608843 225061.76  31938.23952  0.982073576
## 2262 234110.17  31789.83047  0.923474219 238670.07  27229.92529  0.837296937
## 2265 189138.43 -15138.43264 -0.439761775 189584.39 -15584.39440 -0.479206812
## 2266 220150.54 -32650.53632 -0.948477173 224373.89 -36873.88891 -1.133840578
## 2267 193578.01  10421.98602  0.302752020 207064.07  -3064.07118 -0.094217571
## 2268 222927.61 -42427.60804 -1.232494846 224644.13 -44144.12668 -1.357394178
## 2269 183027.03   4472.96724  0.129936834 191525.15  -4025.14714 -0.123769835
## 2270 262586.69  19413.30759  0.563944155 266634.55  15365.44648  0.472474351
## 2271 176349.07   1650.93250  0.047958532 189023.61 -11023.61276 -0.338966674
## 2272 243537.33  26462.67107  0.768723650 246687.93  23312.06655  0.716826128
## 2273 270146.99   9753.01142  0.283318736 282748.60  -2848.59726 -0.087591932
## 2274 152507.17  34192.82936  0.993279798 156503.02  30196.98350  0.928531442
## 2277 298995.03 -17782.03215 -0.516556648 306147.79 -24934.78802 -0.766723427
## 2280 140265.80   -265.80221 -0.007721384 151240.77 -11240.76588 -0.345643947
## 2281  88811.14  43438.85526  1.261870930  97541.11  34708.88656  1.067268606
## 2282 156408.06 -13408.06419 -0.389495679 162440.98 -19440.98408 -0.597793650
## 2283 126649.81  41350.18788  1.201196480 136235.38  31764.62299  0.976735016
## 2284 119219.55  10680.45427  0.310260358 127670.83   2229.17038  0.068545084
## 2285 124550.77   9449.23310  0.274494171 133253.16    746.83985  0.022964687
## 2286  92191.92  -6691.91914 -0.194395966 105251.13 -19751.13276 -0.607330457
## 2287  85690.43  20809.57010  0.604504686  97516.74   8983.25514  0.276227420
## 2288  92191.92   1708.08086  0.049618655 104324.47 -10424.46502 -0.320543392
## 2289  92191.92 -17191.91914 -0.499414243 104324.47 -29324.46502 -0.901702244
## 2290  62155.04  22344.96115  0.649106813  72872.80  11627.20211  0.357526530
## 2291  92191.92 -17001.91914 -0.493894864 107104.47 -31914.46825 -0.981342630
## 2292 148457.68  -1657.67865 -0.048154503 150551.82  -3751.81585 -0.115365132
## 2293 115838.77  37661.22868  1.094034577 124594.15  28905.85099  0.888830220
## 2294 167572.06  20427.94298  0.593418663 171029.85  16970.15302  0.521817705
## 2296 143405.09  13594.91430  0.394923555 153458.88   3541.11752  0.108886338
## 2297 102055.61  35944.38587  1.044161393 107381.78  30618.22095  0.941484133
## 2298 100235.20  29264.80286  0.850123784 105012.28  24487.71647  0.752976358
## 2300  76133.24  53366.75928  1.550270185  93069.40  36430.59731  1.120209740
## 2301 126891.30   8108.69697  0.235552455 135703.94   -703.93941 -0.021645535
## 2302 103355.91  21144.08802  0.614222218 113840.00  10660.00433  0.327786025
## 2303 103355.91  35644.08802  1.035437933 114303.33  24696.67046  0.759401515
## 2305 107971.97  16528.03066  0.480128707 119600.14   4899.85528  0.150666363
## 2306 163476.12 -13576.11880 -0.394377558 156547.64  -6647.63811 -0.204409192
## 2307 145987.11  11512.88726  0.334442003 139161.54  18338.46137  0.563892018
## 2308 167135.52   1864.47857  0.054161908 169503.72   -503.71750 -0.015488883
## 2310 228862.53 -36762.53190 -1.067928011 224229.56 -32129.55649 -0.987956410
## 2311 178559.57   4940.42616  0.143516216 192264.91  -8764.90536 -0.269513351
## 2312 253893.27 -31893.26548 -0.926478940 263412.63 -41412.62750 -1.273402912
## 2313 188051.75 -18051.74813 -0.524391724 201277.51 -31277.50904 -0.961756679
## 2314 176804.17  10695.82826  0.310706962 189500.15  -2000.15317 -0.061503001
## 2315 194878.31   7121.68817  0.206880481 208888.95  -6888.94908 -0.211829298
## 2316 177649.37   7350.63466  0.213531230 191311.82  -6311.82454 -0.194083211
## 2319 271818.81 -21818.80713 -0.633822376 278154.85 -28154.85163 -0.865737631
## 2320 254719.89 -14819.89042 -0.430508327 260250.55 -20350.54761 -0.625761951
## 2323 312323.09 -42323.08510 -1.229458521 315470.28 -45470.27562 -1.398172124
## 2324 155414.27  28085.72786  0.815872410 166176.09  17323.91389  0.532695550
## 2325 176999.22 -11399.21642 -0.331139938 188777.72 -23177.71703 -0.712694995
## 2326 214624.27 -38124.27047 -1.107485645 222757.33 -46257.33162 -1.422373424
## 2328 223401.28  15598.71906  0.453132800 226851.08  12148.91876  0.373568871
## 2329 250884.01  24115.98823  0.700554016 246967.32  28032.68472  0.861981103
## 2338 197692.52 -28692.52087 -0.833499358 197330.00 -28329.99739 -0.871123214
## 2339 118959.49  26040.51384  0.756460252 118131.84  26868.15662  0.826172859
## 2340 278171.70  39828.30207  1.156986672 277072.66  40927.33710  1.258480647
## 2343 213909.11 -11409.10665 -0.331427243 215521.81 -13021.80820 -0.400409476
## 2344 250447.48 -21447.47618 -0.623035450 255634.53 -26634.53097 -0.818989070
## 2345 255648.67 -20648.66758 -0.599830571 255984.03 -20984.03451 -0.645241132
## 2346 181745.30   8254.69643  0.239793646 185870.68   4129.32307  0.126973156
## 2347 151058.27  17941.72565  0.521195641 155591.57  13408.42673  0.412297665
## 2348 230227.84  11272.15536  0.327448895 234462.52   7037.47872  0.216396458
## 2349 229252.62 -40352.62126 -1.172217808 228808.02 -39908.02454 -1.227137656
## 2350 189026.97  18473.02848  0.536629649 195348.66  12151.34101  0.373643354
## 2352 180314.98   -414.97593 -0.012054785 183909.64  -4009.64462 -0.123293146
## 2353 178931.09  -6931.09453 -0.201343858 175189.60  -3189.60278 -0.098077560
## 2355 201314.79 -16814.78618 -0.488458771 205898.58 -21398.58073 -0.657988074
## 2356 120129.75  33370.24578  0.969384272 128623.91  24876.08956  0.764918499
## 2357 216704.75 -53804.74702 -1.562993448 214742.46 -51842.45689 -1.594111254
## 2358 164516.36  16483.64292  0.478839272 166903.55  14096.44923  0.433453770
## 2359 151123.29   3876.71076  0.112615965 152879.65   2120.35276  0.065199036
## 2362  76978.43  11021.56568  0.320169426  89321.07  -1321.06759 -0.040621700
## 2363  78018.67  19481.32740  0.565920086  90410.30   7089.69718  0.218002131
## 2364 171668.00  18332.00476  0.532533000 187365.39   2634.60865  0.081011965
## 2365 150408.13 -44908.12542 -1.304552287 151667.46 -46167.46415 -1.419610076
## 2367 143581.56 -60581.56172 -1.759855576 144519.36 -61519.35799 -1.891667694
## 2368 146377.20 -30377.20210 -0.882438269 146983.34 -30983.34378 -0.952711348
## 2370 158600.00 -40600.00187 -1.179404057 159781.86 -41781.85768 -1.284756424
## 2371 141045.98 -52045.98092 -1.511902419 141401.01 -52401.01325 -1.611286385
## 2372 150408.13 -42408.12542 -1.231928888 151204.13 -43204.13028 -1.328490091
## 2373 143581.56 -49081.56172 -1.425787939 144056.02 -49556.02412 -1.523805400
## 2374 148912.78  -2612.78290 -0.075899670 151028.36  -4728.35626 -0.145392915
## 2375 140479.42   4520.58446  0.131320084 146225.40  -1225.40357 -0.037680113
## 2376 108817.16  14182.83706  0.412002335 113071.81   9928.19360  0.305283470
## 2377 177110.68 -39610.67755 -1.150664819 173283.44 -35783.44113 -1.100310241
## 2378 174073.55 -30073.54626 -0.873617262 177837.57 -33837.56714 -1.040476278
## 2379 295465.66  19534.34069  0.567460089 294717.86  20282.13535  0.623658333
## 2382 242822.17   9177.83489  0.266610227 247329.09   4670.91415  0.143626619
## 2386 287013.72  38986.27671  1.132526374 285867.83  40132.17156  1.234029986
## 2388 297044.59  11955.41462  0.347297139 304105.47   4894.52803  0.150502555
## 2390 274029.31   1470.68653  0.042722502 280469.48  -4969.47648 -0.152807156
## 2402 261416.42  13583.57566  0.394594175 267262.50   7737.50063  0.237921533
## 2403 262066.57  16933.42673  0.491905204 267479.94  11520.06248  0.354232078
## 2404 197200.28 -11350.27930 -0.329718346 207755.98 -21905.97870 -0.673590128
## 2405 268484.48  14015.52104  0.407141912 266929.16  15570.84014  0.478790030
## 2410 199865.89 -28115.88989 -0.816748598 209620.48 -37870.47622 -1.164484786
## 2421 209748.15  24251.84646  0.704500610 219968.21  14031.78914  0.431465527
## 2422 232289.75 -17289.75254 -0.502256240 235837.25 -20837.24532 -0.640727490
## 2423 206757.47  40232.53152  1.168729278 216373.33  30616.67428  0.941436575
## 2424 200451.02 -21711.02392 -0.630691343 210696.50 -31956.50491 -0.982635221
## 2425 209163.02  15836.98050  0.460054142 219818.85   5181.15008  0.159315938
## 2428 206432.39   7057.60598  0.205018934 217422.94  -3932.94132 -0.120934585
## 2431 169801.13  22338.86798  0.648929810 194534.91  -2394.90860 -0.073641393
## 2432 177519.34   5680.66444  0.165019664 193492.34 -10292.33949 -0.316480645
## 2433 229559.13 -51559.12706 -1.497759626 233441.34 -55441.33673 -1.704773734
## 2434 212413.76 -10923.76412 -0.317328353 223222.71 -21732.71000 -0.668262263
## 2435 263496.90 -32996.90090 -0.958538842 267124.30 -36624.30047 -1.126165947
## 2436 206627.44 -26627.43870 -0.773510044 216700.51 -36700.50518 -1.128509177
## 2437 187596.64 -15196.64388 -0.441452774 203117.64 -30717.63799 -0.944541122
## 2438 202224.99  12775.00533  0.371105724 218435.01  -3435.00835 -0.105623572
## 2439 231138.05 -31238.05314 -0.907445441 240048.94 -40148.94082 -1.234545626
## 2440 188051.75 -15051.74813 -0.437243645 203594.18 -30594.17840 -0.940744845
## 2442 257469.08 -27469.08456 -0.797959317 268083.54 -38083.54133 -1.171036356
## 2443 293143.69  54856.30816  1.593540626 296777.50  51222.49723  1.575048024
## 2444 266097.50  19902.50340  0.578154980 268920.72  17079.27921  0.525173243
## 2445 282871.34  17128.66116  0.497576639 287411.31  12588.69346  0.387091568
## 2448 262716.72  17283.27781  0.502068153 265380.71  14619.29370  0.449530790
## 2450 314858.67  35141.33410  1.020833253 318588.62  31411.37964  0.965873085
## 2452 299775.21  21224.78914  0.616566533 302331.38  18668.62428  0.574044246
## 2453 301855.69 -11855.68742 -0.344400128 304509.85 -14509.84617 -0.446165372
## 2454 319604.75  -4604.75305 -0.133765127 322631.59  -7631.58833 -0.234664820
## 2459 213584.03  18415.96781  0.534972073 224911.43   7088.56650  0.217967363
## 2466 190977.42   9847.58171  0.286065943 208974.32  -8149.32183 -0.250584683
## 2469 190828.82 -14828.81984 -0.430767721 201084.41 -25084.41294 -0.771324265
## 2471 153658.87 -14158.87005 -0.411306108 169898.01 -30398.00813 -0.934712777
## 2476 218135.07 -34135.07466 -0.991602061 229676.84 -45676.83761 -1.404523729
## 2477 211568.57 -26668.57052 -0.774704897 222801.04 -37901.04025 -1.165424604
## 2478 198844.22 -11844.22027 -0.344067015 213504.99 -26504.99225 -0.815005865
## 2479 183630.74  -7730.73545 -0.224572914 195258.26 -19358.25772 -0.595249885
## 2480 191952.64  56547.35833  1.642664550 203972.14  44527.86048  1.369193664
## 2481 170302.68   1697.31750  0.049305986 180375.76  -8375.76365 -0.257547576
## 2482 158534.99  -7534.98698 -0.218886547 168517.12 -17517.12404 -0.538636597
## 2483 165231.52 -15231.52089 -0.442465929 176919.08 -26919.07742 -0.827738630
## 2484  89851.38  17148.61698  0.498156343 100483.68   6516.31585  0.200371145
## 2486 114538.47  14961.52653  0.434622765 116745.93  12754.06922  0.392176731
## 2488 186946.49 -67446.49496 -1.959277490 191780.19 -72280.18693 -2.222553990
## 2490 158209.91  -7209.91251 -0.209443342 161690.06 -10690.06383 -0.328710329
## 2491 114278.41  11721.58610  0.340504570 117863.62   8136.37641  0.250186623
## 2492 109402.30   6597.70303  0.191659048 114147.84   1852.16492  0.056952489
## 2493 110442.54  23057.46475  0.669804586 112920.40  20579.59905  0.632805087
## 2494 116879.01   3995.99040  0.116080962 120586.71    288.28835  0.008864620
## 2495 111092.68  25907.31582  0.752590935 114527.84  22472.15929  0.690999697
## 2496 109597.34  14402.65835  0.418388003 112498.73  11501.26880  0.353654189
## 2497 130662.17   4337.83321  0.126011277 133165.74   1834.25710  0.056401839
## 2498 111482.77  17717.22647  0.514674084 115862.97  13337.02834  0.410102226
## 2500 294769.06 -34769.06415 -1.010019050 295699.43 -35699.42958 -1.097726957
## 2501 321360.16  12639.84486  0.367179399 324006.34   9993.66110  0.307296540
## 2503 257729.14  10270.85587  0.298361786 265112.51   2887.48696  0.088787757
## 2504 243212.25  18787.74553  0.545771977 243104.21  18895.78966  0.581029387
## 2505 182831.99  -6431.98808 -0.186845135 192247.58 -15847.58328 -0.487299645
## 2506 218701.64 -21701.64003 -0.630418747 222535.78 -25535.77794 -0.785203353
## 2507 181336.65 -30336.64555 -0.881260128 191145.14 -40145.14151 -1.234428801
## 2508 182831.99 -35431.98808 -1.029276565 192710.92 -45310.91715 -1.393271988
## 2509 182831.99 -32931.98808 -0.956653166 192710.92 -42810.91715 -1.316399124
## 2511 178494.56 -12494.55895 -0.362958937 193586.83 -27586.82977 -0.848271445
## 2512 202921.59 -19021.58983 -0.552565004 210966.77 -27066.76921 -0.832280027
## 2513 198370.55 -33370.54736 -0.969393033 206664.70 -41664.69897 -1.281153894
## 2514 178736.05 -39736.04986 -1.154306804 187495.39 -48495.38571 -1.491191675
## 2515 218655.19 -18655.19380 -0.541921434 226514.78 -26514.78425 -0.815306961
## 2516 239571.42 -18571.42049 -0.539487873 242535.22 -21535.22416 -0.662189743
## 2517 234760.32  35239.68155  1.023690184 234717.51  35282.49199  1.084906482
## 2518 157949.85   7050.14706  0.204802258 161417.76   3582.24498  0.110150972
## 2519 217921.46  -3921.46132 -0.113915940 210135.50   3864.49527  0.118829928
## 2520 204983.50 -16983.49773 -0.493359734 196588.14  -8588.14161 -0.264078017
## 2521 217336.33 -27336.32729 -0.794102803 209522.81 -19522.80991 -0.600309724
## 2522 217336.33 -47336.32729 -1.375089997 208596.14 -38596.14217 -1.186798394
## 2524 127866.53  18633.47358  0.541290476 135335.10  11164.90418  0.343311264
## 2525 233348.56 -63348.55948 -1.840235089 228463.55 -58463.54952 -1.797704195
## 2526 248692.07  13807.92591  0.401111406 244529.77  17970.23090  0.552569246
## 2527 171472.95   8427.04943  0.244800390 171407.81   8492.19189  0.261127645
## 2528 251961.39  -1961.38737 -0.056977047 255687.38  -5687.38366 -0.174882188
## 2530 195249.83 -30749.83253 -0.893262945 188106.98 -23606.97553 -0.725894327
## 2531 184197.30 -44197.30082 -1.283903288 177460.52 -37460.51900 -1.151878952
## 2532 114018.35  21481.64567  0.624028051 118517.98  16982.01748  0.522182528
## 2533 118634.41  23365.58830  0.678755378 123814.80  18185.20229  0.559179433
## 2534 165380.12 -10380.11934 -0.301535820 172762.31 -17762.30564 -0.546175722
## 2536 118699.43  19800.57341  0.575193979 123882.87  14617.12509  0.449464107
## 2537 108687.13  31312.86684  0.909618731 113398.99  26601.01413  0.817958456
## 2538 118634.41   5765.58830  0.167486648 122888.13   1511.87004  0.046488712
## 2539 124485.75  33514.24799  0.973567444 129478.41  28521.58802  0.877014462
## 2540 128321.63  17678.36934  0.513545309 132568.30  13431.70087  0.413013325
## 2541 208986.54 -18986.54349 -0.551546931 212078.36 -22078.35503 -0.678890553
## 2542 118569.40  17930.60320  0.520872541 120503.38  15996.61660  0.491882292
## 2543 106476.63  23423.37319  0.680433992 106451.02  23448.97771  0.721036029
## 2544 161609.26 -16609.25558 -0.482488239 164643.82 -19643.82310 -0.604030776
## 2546 160745.49   -745.49332 -0.021656104 158321.73   1678.26564  0.051605235
## 2547 176154.02  -9154.02282 -0.265918501 174456.03  -7456.03113 -0.229266587
## 2548 143925.20  13574.79516  0.394339107 148443.49   9056.50637  0.278479833
## 2549 150603.17 -10603.17010 -0.308015302 144921.69  -4921.68768 -0.151337691
## 2551 131442.35  20057.65450  0.582662020 133519.34  17980.66456  0.552890072
## 2552 132464.02  -2664.01512 -0.077387933 114808.14  14991.86448  0.460987023
##      predict4log residual4log standResid4log predict3log residual3log
## 1       12.03352    214987.97    0.542036163    12.06688    214987.93
## 2       11.66113    104988.34   -1.034984030    11.66380    104988.34
## 3       11.91385    171988.09   -0.074435738    11.96036    171988.04
## 4       12.32828    243987.67    0.957793214    12.37028    243987.63
## 5       12.02899    189887.97    0.182187675    11.90256    189888.10
## 6       12.13560    195487.86    0.262471083    12.04994    195487.95
## 7       12.27710    213487.72    0.520527777    12.27433    213487.73
## 8       12.22855    191487.77    0.205123367    12.25544    191487.74
## 9       12.35450    236487.65    0.850268370    12.36489    236487.64
## 10      12.32020    188987.68    0.169280564    12.27061    188987.73
## 11      12.13747    175887.86   -0.018526221    12.06655    175887.93
## 12      11.97209    184988.03    0.111939171    11.91411    184988.09
## 13      12.08742    180387.91    0.045989178    12.00466    180388.00
## 14      12.13126    171487.87   -0.081607153    12.11979    171487.88
## 15      12.28338    211987.72    0.499022794    12.32775    211987.67
## 19      11.50632    140988.49   -0.518864364    11.49785    140988.50
## 21      12.15241    189987.85    0.183619565    12.12811    189987.87
## 22      12.02246    169987.98   -0.103110487    12.06507    169987.93
## 23      12.27830    215987.72    0.556369250    12.22826    215987.77
## 24      11.83912    148988.16   -0.404176369    11.85450    148988.15
## 25      11.75582    149888.24   -0.391272239    11.72308    149888.28
## 26      11.73871    141988.26   -0.504531100    11.71591    141988.28
## 27      11.57261    125988.43   -0.733914251    11.50372    125988.50
## 28      11.56953    114988.43   -0.891616760    11.49785    114988.50
## 29      12.15832    183987.84    0.097599906    12.11849    183987.88
## 30      11.83639     95988.16   -1.164015905    11.84896     95988.15
## 31      11.76067    105488.24   -1.027817160    11.72764    105488.27
## 32      11.87279     87988.13   -1.278709192    11.88316     87988.12
## 33      11.88378    127488.12   -0.712413818    11.87567    127488.12
## 34      12.01160    149887.99   -0.391275906    12.00173    149888.00
## 35      11.90881    119988.09   -0.819938645    11.95529    119988.04
## 36      12.02108    145987.98   -0.447188765    12.00173    145988.00
## 38      12.42293    305987.58    1.846660794    12.39355    305987.61
## 42      12.52664    274987.47    1.402224838    12.54712    274987.45
## 43      12.45751    258987.54    1.172840298    12.43199    258987.57
## 44      12.24276    213987.76    0.527696568    12.18298    213987.82
## 48      12.59639    319987.40    2.047370647    12.57140    319987.43
## 49      12.54536    319887.45    2.045937719    12.56471    319887.44
## 50      12.30400    204987.70    0.398666328    12.28476    204987.72
## 51      12.27114    175487.73   -0.024262775    12.21262    175487.79
## 52      12.06067    199487.94    0.319818540    11.95873    199488.04
## 53      12.11390    159987.89   -0.246477755    12.05595    159987.94
## 54      12.26267    191987.74    0.212291176    12.25186    191987.75
## 55      12.18695    184487.81    0.104767793    12.13054    184487.87
## 56      12.27164    216487.73    0.563537643    12.16590    216487.83
## 57      12.31139    185075.69    0.113195928    12.24748    185075.75
## 58      12.19372    179987.81    0.040253015    12.14878    179987.85
## 59      12.40659    222487.59    0.649555283    12.34585    222487.65
## 60      12.81999    333155.18    2.236151734    12.84061    333155.16
## 61      12.66173    354987.34    2.549150562    12.64469    354987.36
## 62      12.28160    260387.72    1.192914054    12.24324    260387.76
## 63      12.70005    324987.30    2.119052140    12.69258    324987.31
## 64      12.59384    289987.41    1.617272811    12.57792    289987.42
## 65      12.32917    220987.67    0.628051499    12.28201    220987.72
## 67      12.37883    221487.62    0.635219085    12.35805    221487.64
## 69      12.26272    215187.74    0.544900196    12.18689    215187.81
## 70      12.37826    262487.62    1.223019519    12.34860    262487.65
## 71      12.38557    254887.61    1.114061286    12.31719    254887.68
## 73      12.43306    232987.57    0.800089159    12.36181    232987.64
## 74      12.28574    180987.71    0.054588292    12.22337    180987.78
## 75      12.41046    204987.59    0.398664802    12.37028    204987.63
## 76      11.84265    142988.16   -0.490195994    11.82811    142988.17
## 77      12.20017    188987.80    0.169282285    12.12844    188987.87
## 78      11.83776     99488.16   -1.113837839    11.82648     99488.17
## 79      11.79602    124988.20   -0.748254049    11.77241    124988.23
## 80      12.28044    194487.72    0.248132410    12.25106    194487.75
## 81      11.91561    151988.08   -0.361167678    11.88479    151988.12
## 82      12.06484    170987.94   -0.088774499    12.03691    170987.96
## 83      11.57175     67488.43   -1.572605089    11.70158     67488.30
## 86      11.67308    138488.33   -0.554708244    11.66314    138488.34
## 87      11.68148    121988.32   -0.791262194    11.66510    121988.33
## 88      11.71736    132988.28   -0.633560156    11.71070    132988.29
## 89      11.71420    126988.29   -0.719579685    11.71070    126988.29
## 91      12.33932    189987.66    0.183616885    12.30937    189987.69
## 93      12.55611    284987.44    1.545590373    12.56326    284987.44
## 94      12.22647    259987.77    1.187180206    12.16767    259987.83
## 95      12.29302    189987.71    0.183617549    12.23021    189987.77
## 96      12.12664    154987.87   -0.318160917    12.07386    154987.93
## 97      12.12664    150987.87   -0.375507300    12.07386    150987.93
## 98      12.12664    149487.87   -0.397012193    12.07386    149487.93
## 99      12.03017    151987.97   -0.361169321    11.93007    151988.07
## 101     12.13117    177487.87    0.004412423    12.03984    177487.96
## 102     12.11003    176987.89   -0.002755572    12.01997    176987.98
## 103     12.18571    154987.81   -0.318161764    12.14422    154987.86
## 104     12.08188    147097.92   -0.431276015    12.03477    147097.97
## 106     12.45072    253987.55    1.101157416    12.44046    253987.56
## 107     12.02008    154987.98   -0.318159389    12.09518    154987.90
## 108     12.16558    205987.83    0.413004908    12.23785    205987.76
## 109     12.02274    130487.98   -0.669406023    12.00922    130487.99
## 110     12.22153    229987.78    0.757082404    12.16898    229987.83
## 111     12.11561    218487.88    0.592213072    12.12323    218487.88
## 112     12.42864    243487.57    0.950623477    12.34017    243487.66
## 113     12.07130    204987.93    0.398669664    12.05189    204987.95
## 114     12.17187    212487.83    0.506192690    12.14342    212487.86
## 115     12.25423    196487.75    0.276805978    12.24129    196487.76
## 116     11.97612    197488.02    0.291146561    11.97730    197488.02
## 117     12.06447    170987.94   -0.088774493    12.06329    170987.94
## 118     11.79340    142238.21   -0.500947735    11.77324    142238.23
## 119     11.92931    142988.07   -0.490197237    11.96003    142988.04
## 120     11.65674    128938.34   -0.691622499    11.61544    128938.38
## 121     11.78543    158988.21   -0.260809642    11.76575    158988.23
## 122     11.89292    178888.11    0.024487072    11.86380    178888.14
## 123     12.08741    136287.91   -0.586254695    12.10564    136287.89
## 124     11.75935    180488.24    0.047427541    11.74718    180488.25
## 127     11.68945    142113.31   -0.502738319    11.72308    142113.28
## 129     11.96409    172488.04   -0.067268161    12.03430    172487.97
## 130     11.63848    116488.36   -0.870112854    11.65142    116488.35
## 132     11.69689    127988.30   -0.705242841    11.71819    127988.28
## 133     11.97057    152988.03   -0.346831871    12.02258    152987.98
## 134     11.76795    131988.23   -0.647897477    11.78497    131988.22
## 135     11.86946    177988.13    0.011584473    11.89489    177988.11
## 139     11.89706    134988.10   -0.604889540    11.89442    134988.11
## 140     12.22053    213987.78    0.527696886    12.16507    213987.83
## 141     11.74042    135988.26   -0.590550699    11.74425    135988.26
## 142     11.93349    165488.07   -0.167623892    11.92569    165488.07
## 143     11.79338    144988.21   -0.461522096    11.79995    144988.20
## 144     11.87021    147988.13   -0.418513411    11.91639    147988.08
## 146     11.78553    167488.21   -0.138948579    11.78367    167488.22
## 147     11.76226    108526.24   -0.984262604    11.76477    108526.24
## 148     12.00401    159488.00   -0.253644478    12.04212    159487.96
## 149     11.68608    107988.31   -0.991974601    11.65193    107988.35
## 150     11.69092    134988.31   -0.604886585    11.71852    134988.28
## 151     11.66851    122488.33   -0.784093710    11.68855    122488.31
## 154     11.45028    104988.55   -1.034981007    11.53727    104988.46
## 156     11.70486    144888.30   -0.462954487    11.72569    144888.27
## 157     11.65919    128988.34   -0.690905705    11.67683    128988.32
## 159     11.88876    143988.11   -0.475860059    11.87143    143988.13
## 160     11.79034    161988.21   -0.217799925    11.79116    161988.21
## 162     11.84585    131988.15   -0.647898593    11.92616    131988.07
## 163     11.77613    153988.22   -0.332492487    11.77780    153988.22
## 164     11.80218    165988.20   -0.160453712    11.82308    165988.18
## 165     11.63091    134788.37   -0.607753044    11.66510    134788.33
## 166     11.85266    159988.15   -0.246474010    11.89098    159988.11
## 167     11.75468    147988.25   -0.418511754    11.75468    147988.25
## 169     12.11591    154987.88   -0.318160763    12.12649    154987.87
## 172     11.54541    109488.45   -0.970467690    11.67683    109488.32
## 173     11.59942    114988.40   -0.891617188    11.70679    114988.29
## 174     11.80481    142988.20   -0.490195452    11.81070    142988.19
## 175     11.53727    107388.46   -1.000574425    11.58370    107388.42
## 176     11.44680     79988.55   -1.393395851    11.45974     79988.54
## 178     11.57039    129988.43   -0.676567836    11.67357    129988.33
## 179     11.82360    118988.18   -0.834274019    11.93495    118988.07
## 180     11.87550    128988.12   -0.690908806    11.90386    128988.10
## 181     11.65251     99988.35   -1.106666886    11.77748     99988.22
## 183     11.60793    105888.39   -1.022080331    11.76199    105888.24
## 185     11.77779    138988.22   -0.547541447    11.91005    138988.09
## 186     12.24863    239987.75    0.900447973    12.57727    239987.42
## 188     11.87845    149688.12   -0.394141316    11.93007    149688.07
## 189     11.54969    125488.45   -0.741082220    11.66039    125488.34
## 190     11.79200    122488.21   -0.784095481    11.96235    122488.04
## 192     11.87455    128488.13   -0.698077090    11.89702    128488.10
## 193     12.16833    209487.83    0.463182954    12.35660    209487.64
## 194     11.38982     86988.61   -1.293038864    11.46560     86988.53
## 196     11.81085    127988.19   -0.705244475    11.91704    127988.08
## 198     11.91240    139888.09   -0.534640441    11.98870    139888.01
## 199     11.63203    123888.37   -0.764021953    11.71070    123888.29
## 200     11.78499    138388.22   -0.556143508    11.87227    138388.13
## 201     11.71275    109488.29   -0.970470090    11.87534    109488.12
## 203     11.77313    149488.23   -0.397007125    11.85551    149488.14
## 204     11.84853    159888.15   -0.247907610    12.03561    159887.96
## 205     11.79201    121988.21   -0.791263779    11.95873    121988.04
## 206     11.63972    109988.36   -0.963300745    11.63774    109988.36
## 208     11.78584    139988.21   -0.533204967    11.96217    139988.04
## 209     12.34134    244387.66    0.963527665    12.46572    244387.53
## 210     11.92483    172988.08   -0.060099300    11.91754    172988.08
## 212     11.68766     99988.31   -1.106667389    11.82536     99988.17
## 213     11.71484     94988.29   -1.178350758    11.82681     94988.17
## 215     11.77169    114888.23   -0.893053317    11.91917    114888.08
## 216     11.43229     93988.57   -1.192683303    11.70419     93988.30
## 217     11.89242    135988.11   -0.590552878    11.81316    135988.19
## 218     11.87340    136488.13   -0.583384307    11.79232    136488.21
## 219     11.72334    131488.28   -0.655065135    11.71038    131488.29
## 221     11.68564    124988.31   -0.748252467    11.66901    124988.33
## 222     11.74010    153988.26   -0.332491971    11.71722    153988.28
## 223     11.67555    137888.32   -0.563310237    11.66249    137888.34
## 224     11.95659    157988.04   -0.275148691    11.96785    157988.03
## 225     11.67216    137238.33   -0.572628976    11.65337    137238.35
## 226     11.88020    160238.12   -0.242890256    11.81917    160238.18
## 227     11.87182    162988.13   -0.203464497    11.84100    162988.16
## 230     12.13939    269987.86    1.330547412    12.16604    269987.83
## 231     11.39303     84988.61   -1.321712102    11.46267     84988.54
## 233     12.15993    259987.84    1.187181160    12.17940    259987.82
## 234     12.20306    229987.80    0.757082669    12.17274    229987.83
## 235     11.61170    123988.39   -0.762588002    11.58533    123988.41
## 237     11.80017    144488.20   -0.468690492    11.87730    144488.12
## 238     11.73129    128988.27   -0.690906738    11.74458    128988.26
## 239     11.59940    126988.40   -0.719578039    11.59720    126988.40
## 240     11.73467    127988.27   -0.705243382    11.75370    127988.25
## 241     12.03449    185987.97    0.126274873    11.92225    185988.08
## 243     11.80995    113988.19   -0.905956802    11.79474    113988.21
## 245     12.13888    177987.86    0.011580610    12.09163    177987.91
## 246     12.15367    269987.85    1.330547207    12.14976    269987.85
## 247     12.18843    217987.81    0.585043730    12.11443    217987.89
## 248     12.35149    235987.65    0.843100115    12.31784    235987.68
## 249     11.90589    146988.09   -0.432850518    11.85189    146988.15
## 250     12.42263    245337.58    0.977146266    12.39029    245337.61
## 251     12.13573    205987.86    0.413005336    12.07647    205987.92
## 252     12.15145    198887.85    0.311215281    12.08233    198887.92
## 253     12.15323    186987.85    0.140609766    12.08103    186987.92
## 254     12.78327    319987.22    2.047367968    12.73250    319987.27
## 255     11.77074    138488.23   -0.554709644    11.99815    138488.00
## 256     11.85892    154988.14   -0.318157079    11.87013    154988.13
## 257     11.79567    158988.20   -0.260809789    11.68627    158988.31
## 258     12.27505    190987.72    0.197954403    12.23412    190987.77
## 259     12.16264    200487.84    0.334153674    12.07534    200487.92
## 260     11.75676    149988.24   -0.389838593    11.70614    149988.29
## 261     11.99574    161738.00   -0.221387019    11.98088    161738.02
## 262     11.70785    128188.29   -0.702375679    11.66314    128188.34
## 263     11.68896    126988.31   -0.719579323    11.65728    126988.34
## 264     12.50527    317987.49    2.018698762    12.48280    317987.52
## 265     12.36827    271987.63    1.359217322    12.36000    271987.64
## 266     12.34151    236987.66    0.857436854    12.27875    236987.72
## 267     12.41578    239987.58    0.900445577    12.36637    239987.63
## 268     12.26747    224887.73    0.683965107    12.22403    224887.78
## 269     11.88935    143738.11   -0.479444217    11.80368    143738.20
## 270     11.89251    142988.11   -0.490196709    11.80368    142988.20
## 271     12.39781    231987.60    0.785753068    12.38183    231987.62
## 272     12.22508    212987.77    0.513360225    12.16637    212987.83
## 273     12.20082    185487.80    0.119104190    12.14357    185487.86
## 276     11.93998     99988.06   -1.106671007    11.91396     99988.09
## 277     11.78724    143988.21   -0.475858604    11.76152    143988.24
## 279     11.88682    125188.11   -0.745388032    11.88446    125188.12
## 281     11.56172     89988.44   -1.250031541    11.52912     89988.47
## 282     11.75976    139988.24   -0.533204593    11.58157    139988.42
## 283     11.92753    112988.07   -0.920295084    12.01183    112987.99
## 284     11.49551     79988.50   -1.393396550    11.51740     79988.48
## 286     11.68283    103988.32   -1.049320937    11.79409    103988.21
## 287     11.88817    127988.11   -0.705245583    12.06394    127987.94
## 288     11.27726     58488.72   -1.701630229    11.34233     58488.66
## 289     11.81975    126988.18   -0.719581198    11.92276    126988.08
## 290     11.68984    125988.31   -0.733915931    11.80629    125988.19
## 292     11.83321     99988.17   -1.106669476    11.91461     99988.09
## 294     12.25092    257487.75    1.151338366    12.37777    257487.62
## 295     12.07039    214987.93    0.542035635    12.08106    214987.92
## 296     12.32267    266487.68    1.280366699    12.44520    266487.55
## 298     12.25171    203122.75    0.371929327    12.22109    203122.78
## 299     12.13380    184987.87    0.111936853    12.17531    184987.82
## 300     12.18822    162487.81   -0.210637331    12.22645    162487.77
## 301     12.19273    288987.81    1.602941966    12.26963    288987.73
## 302     11.51518    125488.48   -0.741081725    11.59232    125488.41
## 304     11.71995    109988.28   -0.963301895    11.88805    109988.11
## 309     12.39335    245987.61    0.986465473    12.37466    245987.63
## 310     12.46797    254887.53    1.114060105    12.46261    254887.54
## 311     11.95865    189988.04    0.183622343    11.94603    189988.05
## 312     12.24826    200987.75    0.341320744    12.19113    200987.81
## 313     11.86849    169888.13   -0.104541939    11.86427    169888.14
## 314     12.21997    169987.78   -0.103113318    12.19456    169987.81
## 316     12.18989    219987.81    0.613716900    12.12142    219987.88
## 318     11.99331    173988.01   -0.045763686    11.84230    173988.16
## 320     12.36088    214887.64    0.540597811    12.29992    214887.70
## 321     12.47784    202887.52    0.368556985    12.46000    202887.54
## 323     11.80133    168988.20   -0.117443912    11.78367    168988.22
## 324     11.98214    173488.02   -0.052931824    11.83774    173488.16
## 325     12.12652    138987.87   -0.547546447    12.12160    138987.88
## 326     11.93652    166488.06   -0.153287340    11.80973    166488.19
## 327     11.65488     83488.35   -1.343220749    11.57212     83488.43
## 328     11.71604    119488.28   -0.827104179    11.67976    119488.32
## 329     11.78341     84988.22   -1.321717698    11.73416     84988.27
## 330     11.64540     75988.35   -1.450745082    11.57212     75988.43
## 331     11.49158     75488.51   -1.457911174    11.42163     75488.58
## 332     11.64540     88238.35   -1.275121784    11.57212     88238.43
## 333     11.65172     85488.35   -1.314547513    11.57212     85488.43
## 334     11.68511    129988.31   -0.676569480    11.65663    129988.34
## 335     11.76550    157888.23   -0.276579612    11.75891    157888.24
## 336     11.71199    149888.29   -0.391271610    11.64327    149888.36
## 338     11.88698    135988.11   -0.590552800    11.78692    135988.21
## 339     11.88850    160988.11   -0.232137928    11.85370    160988.15
## 340     12.41616    284987.58    1.545592380    12.42580    284987.57
## 341     12.18669    230987.81    0.771419499    12.11280    230987.89
## 342     11.75575    124488.24   -0.755421770    11.81476    124488.19
## 343     12.00398    156988.00   -0.289485967    11.99456    156988.01
## 344     12.66209    344987.34    2.405784599    12.71929    344987.28
## 345     12.13699    189487.86    0.176451488    12.05124    189487.95
## 346     12.61415    269987.39    1.330540605    12.58215    269987.42
## 347     12.25287    188987.75    0.169281529    12.21328    188987.79
## 349     12.19633    168487.80   -0.124617873    12.16311    168487.84
## 351     12.38837    277987.61    1.445236608    12.37889    277987.62
## 352     12.31931    239987.68    0.900446960    12.31994    239987.68
## 353     12.39856    239487.60    0.893277526    12.40332    239487.60
## 354     12.17392    177487.83    0.004411810    12.13314    177487.87
## 355     12.29039    184987.71    0.111934608    12.24259    184987.76
## 356     12.14985    190987.85    0.197956197    12.06036    190987.94
## 357     12.11152    177987.89    0.011581002    12.03919    177987.96
## 358     12.07651    184987.92    0.111937674    12.00629    184987.99
## 359     12.09561    181303.90    0.059121382    12.02127    181303.98
## 360     11.97945    165988.02   -0.160456253    11.91508    165988.08
## 361     12.11598    177987.88    0.011580938    12.04635    177987.95
## 362     12.08348    173987.92   -0.045764979    12.00987    173987.99
## 363     11.96832    172988.03   -0.060099923    11.90759    172988.09
## 364     12.38540    224987.61    0.685397076    12.32891    224987.67
## 365     12.16943    180487.83    0.047421661    12.15269    180487.85
## 369     12.24735    259987.75    1.187179906    12.18135    259987.82
## 370     12.07466    184987.93    0.111937701    12.00191    184988.00
## 371     12.45360    259987.55    1.187176949    12.44943    259987.55
## 372     12.07247    180987.93    0.054591349    12.04407    180987.96
## 374     12.07169    214987.93    0.542035616    12.04929    214987.95
## 376     12.09877    199987.90    0.326986292    12.07176    199987.93
## 377     12.56452    248987.44    1.029472806    12.55367    248987.45
## 378     12.14822    187487.85    0.147778136    12.16246    187487.84
## 379     12.11125    183987.89    0.097600581    12.08349    183987.92
## 380     12.62815    277987.37    1.445233171    12.66066    277987.34
## 382     12.10023    151987.90   -0.361170325    12.12924    151987.87
## 383     12.04862    197487.95    0.291145521    11.98041    197488.02
## 384     12.36373    240887.64    0.913349259    12.29666    240887.70
## 386     12.46289    219987.54    0.613712986    12.44893    219987.55
## 387     12.44738    234987.55    0.828762145    12.42841    234987.57
## 388     11.95984    212988.04    0.513364028    11.89995    212988.10
## 389     11.89375    167888.11   -0.133215493    11.89098    167888.11
## 390     12.03571    157987.96   -0.275149826    12.07158    157987.93
## 391     11.97486    164988.03   -0.174792783    11.96720    164988.03
## 393     12.01596    135987.98   -0.590554649    11.95566    135988.04
## 394     11.72948    148488.27   -0.411343095    11.69832    148488.30
## 395     11.84675    155988.15   -0.303820308    11.86166    155988.14
## 396     11.79118    127988.21   -0.705244193    11.75631    127988.24
## 397     11.74928    142988.25   -0.490194656    11.71396    142988.29
## 399     11.56953    120488.43   -0.812765483    11.49785    120488.50
## 400     11.56953    124488.43   -0.755419100    11.49785    124488.50
## 402     11.57269    129988.43   -0.676567869    11.49785    129988.50
## 403     11.84587    110988.15   -0.948967104    11.84896    110988.15
## 406     11.84271     96988.16   -1.149679400    11.84896     96988.15
## 407     11.84271    117988.16   -0.848610889    11.84896    117988.15
## 408     11.83979    119488.16   -0.827105953    11.79604    119488.20
## 409     11.84530    143738.15   -0.479443585    11.83951    143738.16
## 410     12.04981    145987.95   -0.447189177    12.03170    145987.97
## 411     12.01792    148487.98   -0.411347230    12.00173    148488.00
## 412     11.98788    122988.01   -0.776929991    12.02663    122987.97
## 413     11.96515    146988.03   -0.432851368    11.95808    146988.04
## 414     12.02108    137887.98   -0.563315191    12.00173    137888.00
## 415     12.05613    146987.94   -0.432852672    12.03170    146987.97
## 416     12.01905    148487.98   -0.411347247    11.99684    148488.00
## 417     12.02424    137987.98   -0.561881576    12.00173    137988.00
## 418     11.91513    128488.08   -0.698077672    11.95529    128488.04
## 419     11.68187     99988.32   -1.106667306    11.66249     99988.34
## 420     11.75774    148788.24   -0.407042522    11.73676    148788.26
## 426     12.39004    256287.61    1.134132456    12.35968    256287.64
## 429     12.70775    334987.29    2.262417987    12.70543    334987.29
## 436     12.44365    295987.56    1.703294539    12.41896    295987.58
## 438     12.42744    255487.57    1.122662644    12.39779    255487.60
## 440     12.41973    274887.58    1.400792712    12.39648    274887.60
## 441     12.47508    299987.52    1.760640471    12.49272    299987.51
## 442     12.57742    323987.42    2.104717302    12.58295    323987.42
## 443     12.70897    349987.29    2.477466906    12.71846    349987.28
## 444     12.46237    279987.54    1.473908739    12.43655    279987.56
## 445     12.38745    283987.61    1.531256196    12.36912    283987.63
## 446     12.32075    269487.68    1.323376514    12.25627    269487.74
## 450     12.65470    289987.35    1.617271939    12.62026    289987.38
## 451     12.38896    255887.61    1.128397834    12.36163    255887.64
## 452     12.07561    212987.92    0.513362368    11.96981    212988.03
## 453     12.05759    195987.94    0.269640499    11.95287    195988.05
## 454     12.05759    184487.94    0.104769648    11.95287    184488.05
## 455     12.19405    212487.81    0.506192372    12.12533    212487.87
## 456     12.17880    229987.82    0.757083017    12.11099    229987.89
## 460     12.45540    248487.54    1.022306072    12.46829    248487.53
## 461     12.41306    286487.59    1.567097318    12.39616    286487.60
## 462     12.29121    253987.71    1.101159703    12.26977    253987.73
## 463     12.19770    172987.80   -0.060103212    12.14064    172987.86
## 464     12.27430    172987.73   -0.060104310    12.21262    172987.79
## 465     12.22170    183987.78    0.097598997    12.15725    183987.84
## 466     12.12137    167787.88   -0.134652416    12.01280    167787.99
## 467     12.11929    173987.88   -0.045765492    12.01085    173987.99
## 468     12.14563    173987.85   -0.045765870    12.03561    173987.96
## 469     12.26233    173987.74   -0.045767543    12.18950    173987.81
## 470     12.26719    175887.73   -0.018528080    12.19406    175887.81
## 471     12.25601    192487.74    0.219459569    12.18950    192487.81
## 472     12.23833    180987.76    0.054588971    12.17288    180987.83
## 473     12.13989    179987.86    0.040253787    12.08038    179987.92
## 474     12.11390    160187.89   -0.243610436    12.05595    160187.94
## 475     12.21022    188487.79    0.162113843    12.14943    188487.85
## 476     12.38122    199987.62    0.326982242    12.26590    199987.73
## 477     12.19011    169987.81   -0.103112890    12.13054    169987.87
## 478     12.27885    189487.72    0.176449454    12.21393    189487.79
## 479     12.31150    184087.69    0.099031369    12.30072    184087.70
## 480     12.26637    195487.73    0.262469208    12.20220    195487.80
## 481     12.22681    191987.77    0.212291690    12.16800    191987.83
## 482     12.17586    177987.82    0.011580080    12.12012    177987.88
## 483     12.17880    207487.82    0.434509612    12.11099    207487.89
## 484     12.48319    235987.52    0.843098227    12.41784    235987.58
## 485     12.51428    257487.49    1.151334590    12.49127    257487.51
## 486     12.30106    243987.70    0.957793604    12.19652    243987.80
## 487     12.19011    166987.81   -0.146122678    12.13054    166987.87
## 488     12.21302    178987.79    0.025916143    12.11378    178987.89
## 489     12.11388    189987.89    0.183620117    12.02062    189987.98
## 490     12.19372    155987.81   -0.303825283    12.14878    155987.85
## 491     12.49944    244987.50    0.972127356    12.43608    244987.56
## 492     12.16653    180987.83    0.054590001    12.07306    180987.93
## 493     12.41209    213987.59    0.527694140    12.35399    213987.65
## 494     12.19372    167987.81   -0.131786134    12.14878    167987.85
## 495     12.62993    336987.37    2.291092294    12.60886    336987.39
## 497     12.74470    326987.26    2.147724691    12.71375    326987.29
## 498     12.65623    339987.34    2.334101704    12.63655    339987.36
## 499     12.71238    335987.29    2.276754516    12.68932    335987.31
## 500     12.50105    264987.50    1.258859248    12.44650    264987.55
## 501     12.50944    314987.49    1.975688915    12.51049    314987.49
## 502     12.59625    259987.40    1.187174904    12.54487    259987.46
## 503     12.39980    259987.60    1.187177721    12.35432    259987.65
## 504     12.56486    263537.44    1.238070269    12.56554    263537.43
## 506     12.32350    247987.68    1.015139666    12.28559    247987.71
## 508     12.42648    274987.57    1.402226274    12.39095    274987.61
## 509     12.41331    257487.59    1.151336038    12.37857    257487.62
## 511     12.42540    275487.57    1.409394588    12.39290    275487.61
## 512     12.32865    244987.67    0.972129805    12.30495    244987.70
## 513     12.40021    252987.60    1.086821545    12.32500    252987.67
## 516     12.38974    209987.61    0.470348078    12.35642    209987.64
## 520     12.21246    229787.79    0.754215215    12.13966    229787.86
## 521     12.47789    249987.52    1.043810644    12.49239    249987.51
## 523     12.33420    238487.67    0.878941853    12.31016    238487.69
## 524     12.75851    309987.24    1.904002366    12.80329    309987.20
## 525     12.45448    269987.55    1.330542894    12.42319    269987.58
## 526     12.50608    251987.49    1.072483431    12.47466    251987.53
## 527     12.25744    240987.74    0.914784442    12.18787    240987.81
## 529     12.29626    290987.70    1.631613673    12.22435    290987.78
## 530     12.43652    262987.56    1.230186982    12.36507    262987.63
## 531     12.13708    184987.86    0.111936806    12.08070    184987.92
## 532     12.24900    234487.75    0.821596691    12.18885    234487.81
## 533     12.28366    208987.72    0.456013003    12.22142    208987.78
## 534     12.14552    158987.85   -0.260814804    12.07972    158987.92
## 535     12.11567    151987.88   -0.361170547    12.05464    151987.95
## 536     12.00313    143488.00   -0.483029997    11.90466    143488.10
## 537     12.34193    192987.66    0.226626635    12.27321    192987.73
## 538     12.35006    202987.65    0.369992476    12.33101    202987.67
## 539     12.12664    184887.87    0.110503296    12.07386    184887.93
## 540     12.09999    158987.90   -0.260814152    12.04585    158987.95
## 541     11.87576    141988.12   -0.504533065    11.73481    141988.27
## 542     11.87260    152988.13   -0.346830466    11.73481    152988.27
## 544     12.42410    219987.58    0.613713542    12.37419    219987.63
## 546     12.20143    188987.80    0.169282267    12.15008    188987.85
## 547     12.16347    171487.84   -0.081607615    12.09098    171487.91
## 548     11.94772    119988.05   -0.819939203    11.92388    119988.08
## 549     12.01919    144987.98   -0.461525334    11.96134    144988.04
## 550     12.21605    183987.78    0.097599078    12.18461    183987.82
## 551     12.03012    161987.97   -0.217803363    11.98349    161988.02
## 552     12.18139    159987.82   -0.246478723    12.14049    159987.86
## 553     11.49835     81988.50   -1.364723399    11.49036     81988.51
## 554     11.63328     75988.37   -1.450744908    11.78283     75988.22
## 555     11.69657    109988.30   -0.963301560    11.69116    109988.31
## 556     11.74398    134988.26   -0.604887346    11.69116    134988.31
## 557     11.65320    140988.35   -0.518866470    11.65337    140988.35
## 558     11.65320    121988.35   -0.791261789    11.65337    121988.35
## 559     11.71991    124088.28   -0.761155894    11.70419    124088.30
## 560     11.67616    128988.32   -0.690905948    11.66901    128988.33
## 561     11.75025    131388.25   -0.656499180    11.74458    131388.26
## 562     11.66584     62371.33   -1.645966799    11.65337     62371.35
## 563     11.67300    122988.33   -0.776925477    11.66901    122988.33
## 565     12.28109    234987.72    0.828764529    12.25464    234987.75
## 570     12.04974    194987.95    0.255304016    11.93658    194988.06
## 571     12.09582    172487.90   -0.067270049    12.00661    172487.99
## 572     12.11319    179987.89    0.040254170    12.01997    179987.98
## 573     12.20135    155987.80   -0.303825392    12.15595    155987.84
## 576     12.17823    211487.82    0.491856004    12.23785    211487.76
## 577     12.24428    241587.76    0.923386589    12.24976    241587.75
## 580     12.02730    153987.97   -0.332496088    12.03430    153987.97
## 581     11.99411    184988.01    0.111938856    11.99717    184988.00
## 582     12.00408    185738.00    0.122691160    12.01248    185737.99
## 583     12.34031    199987.66    0.326982829    12.36377    199987.64
## 584     12.33550    205987.66    0.413002472    12.35627    205987.64
## 585     11.98414    161988.02   -0.217802703    11.98186    161988.02
## 586     12.39988    256887.60    1.142734273    12.38740    256887.61
## 587     12.08237    197887.92    0.296879676    12.08903    197887.91
## 588     11.84209    162988.16   -0.203464071    11.80712    162988.19
## 590     12.42159    229987.58    0.757079536    12.42826    229987.57
## 591     11.97880    167888.02   -0.133216712    11.96199    167888.04
## 593     12.39361    226987.61    0.714070150    12.38085    226987.62
## 594     11.67216    129988.33   -0.676569295    11.65337    129988.35
## 595     11.91619    142988.08   -0.490197048    11.88269    142988.12
## 596     11.68698    117488.31   -0.855776954    11.67324    117488.33
## 598     11.95498    172488.05   -0.067268030    11.95743    172488.04
## 599     11.94996    161488.05   -0.224970511    11.96459    161488.04
## 600     11.54832    141488.45   -0.511696668    11.50762    141488.49
## 601     11.64688    117988.35   -0.848608081    11.65337    117988.35
## 602     11.75899    127488.24   -0.712412029    11.80889    127488.19
## 603     11.70106    139988.30   -0.533203752    11.66007    139988.34
## 606     12.00079    166988.00   -0.146119963    12.02127    166987.98
## 607     11.80883    152988.19   -0.346829552    11.79963    152988.20
## 609     11.76952    153988.23   -0.332492393    11.74784    153988.25
## 610     12.10814    177487.89    0.004412753    12.06901    177487.93
## 611     11.97618    157988.02   -0.275148972    11.99815    157988.00
## 612     11.70823    124488.29   -0.755421088    11.71103    124488.29
## 613     12.01211    174487.99   -0.038595658    12.04082    174487.96
## 614     11.66751    121988.33   -0.791261994    11.68464    121988.32
## 615     11.42064     82488.58   -1.357553987    11.44704     82488.55
## 616     11.73594    109988.26   -0.963302124    11.76380    109988.24
## 617     11.96221    149488.04   -0.397009836    12.01769    149487.98
## 618     12.07093    174987.93   -0.031428203    12.07828    174987.92
## 619     12.01039    166987.99   -0.146120101    12.06297    166987.94
## 620     11.70187    128888.30   -0.692339976    11.71396    128888.29
## 622     11.70474    146988.30   -0.432847634    11.73448    146988.27
## 624     11.96947    187488.03    0.147780698    12.00075    187488.00
## 625     11.95534    158988.04   -0.260812078    11.98153    158988.02
## 626     12.02479    255987.98    1.129836714    12.03789    255987.96
## 627     12.27898    204987.72    0.398666687    12.32989    204987.67
## 628     12.23042    193487.77    0.233796532    12.22518    193487.77
## 630     11.71445    104888.29   -1.036418454    11.78255    104888.22
## 631     11.73445    149988.27   -0.389838273    11.74458    149988.26
## 632     11.96550    156488.03   -0.296653713    12.00889    156487.99
## 633     12.03544    175987.96   -0.017091099    12.11588    175987.88
## 634     11.80197    149488.20   -0.397007539    11.84928    149488.15
## 636     11.87749    154988.12   -0.318157345    11.92323    154988.08
## 638     11.81379    152988.19   -0.346829623    11.82210    152988.18
## 639     11.64175    143988.36   -0.475856518    11.60730    143988.39
## 640     11.94802    175988.05   -0.017089845    11.97762    175988.02
## 641     11.78116    152988.22   -0.346829155    11.79442    152988.21
## 642     11.99103    134988.01   -0.604890888    11.97976    134988.02
## 643     11.81182    130988.19   -0.662234701    11.87339    130988.13
## 645     11.70755    125988.29   -0.733916185    11.73416    125988.27
## 646     11.57100    114988.43   -0.891616781    11.54378    114988.46
## 648     11.57802    112988.42   -0.920290073    11.63025    112988.37
## 649     11.68264    145488.32   -0.454352211    11.70777    145488.29
## 650     11.74784    102888.25   -1.065092125    11.76608    102888.23
## 652     12.06615    152487.93   -0.354001539    12.18038    152487.82
## 653     11.73490    129888.27   -0.678003854    11.76282    129888.24
## 654     11.76166    131988.24   -0.647897386    11.84407    131988.16
## 655     11.39453     99888.61   -1.108096847    11.31888     99888.68
## 657     11.75282    148988.25   -0.404175132    11.81233    148988.19
## 658     11.40894    113988.59   -0.905951053    11.55486    113988.45
## 659     11.51129    109488.49   -0.970467201    11.62992    109488.37
## 660     11.61359    124988.39   -0.748251434    11.72308    124988.28
## 662     12.00254    156488.00   -0.296654244    12.23347    156487.77
## 664     11.58828    104988.41   -1.034982986    11.66398    104988.34
## 665     11.51737    105988.48   -1.020645374    11.64751    105988.35
## 668     11.95049    153988.05   -0.332494987    11.97697    153988.02
## 670     12.29201    199987.71    0.326983521    12.22993    199987.77
## 671     11.78598    143488.21   -0.483026884    11.83723    143488.16
## 672     11.83620    134988.16   -0.604888668    11.88740    134988.11
## 673     11.79376    152988.21   -0.346829336    11.79735    152988.20
## 674     11.97498    157488.03   -0.282317253    12.00889    157487.99
## 675     11.85219    113488.15   -0.913125706    11.89945    113488.10
## 676     11.67489    132988.33   -0.633559547    11.70940    132988.29
## 677     11.45521     92888.54   -1.208453887    11.39966     92888.60
## 679     11.56416     89988.44   -1.250031576    11.55518     89988.44
## 681     11.70507    127988.29   -0.705242958    11.71103    127988.29
## 683     11.57900    118888.42   -0.835704172    11.61038    118888.39
## 684     11.75745    137988.24   -0.561877751    11.75728    137988.24
## 685     11.74532    132488.25   -0.640728854    11.74588    132488.25
## 686     11.71009    133488.29   -0.626391753    11.69232    133488.31
## 688     12.10131    144737.90   -0.465110660    12.11574    144737.88
## 689     11.73362    144988.27   -0.461521240    11.67845    144988.32
## 690     11.83437    126988.17   -0.719581408    11.86785    126988.13
## 691     11.66676    109488.33   -0.970469430    11.66314    109488.34
## 692     11.77947    114988.22   -0.891619769    11.92616    114988.07
## 693     11.61887    109988.38   -0.963300446    11.77259    109988.23
## 694     11.86130    128888.14   -0.692342262    11.97632    128888.02
## 697     11.64521    129988.35   -0.676568908    11.79735    129988.20
## 698     11.69998    128988.30   -0.690906289    11.84881    128988.15
## 699     11.82422    149988.18   -0.389839560    11.87943    149988.12
## 701     11.70162     94538.30   -1.184802036    11.77049     94538.23
## 702     12.00465    124488.00   -0.755425338    12.01038    124487.99
## 703     12.01199    134987.99   -0.604891188    12.13542    134987.86
## 704     11.69408    102988.31   -1.063657694    11.84328    102988.16
## 706     11.77926    129488.22   -0.683739128    11.80451    129488.20
## 707     11.81236     92988.19   -1.207025347    11.82373     92988.18
## 708     11.41046     79988.59   -1.393395330    11.49687     79988.50
## 711     11.58813     91288.41   -1.231394345    11.66054     91288.34
## 712     11.50813     99488.49   -1.113833113    11.62992     99488.37
## 714     11.60381     87488.40   -1.285873634    11.70828     87488.29
## 715     11.75453    109988.25   -0.963302391    11.79018    109988.21
## 718     11.96870    159988.03   -0.246475674    12.18121    159987.82
## 719     11.77321    118988.23   -0.834273297    11.94701    118988.05
## 722     11.96205    142988.04   -0.490197706    12.16572    142987.83
## 724     11.73555    124888.26   -0.749686842    11.94165    124888.06
## 725     11.69811    118988.30   -0.834272220    11.86753    118988.13
## 726     11.83185    146488.17   -0.440017754    12.02290    146487.98
## 730     11.84209    148988.16   -0.404176412    11.99391    148988.01
## 731     12.00073    204988.00    0.398670676    12.18722    204987.81
## 732     11.82905    136988.17   -0.576215374    11.91070    136988.09
## 733     11.65358    120988.35   -0.805598390    11.83756    120988.16
## 734     11.62152    127988.38   -0.705241760    11.64769    127988.35
## 735     11.79760    134888.20   -0.606321774    11.91052    134888.09
## 736     11.70718    116988.29   -0.862945542    11.81103    116988.19
## 737     11.88573    132488.11   -0.640730867    11.98740    132488.01
## 738     11.63261     92988.37   -1.207022770    11.74393     92988.26
## 739     11.66855    118988.33   -0.834271796    11.82192    118988.18
## 741     11.80815    141488.19   -0.511700393    11.87324    141488.13
## 742     11.70466    132988.30   -0.633559973    11.72880    132988.27
## 744     11.56219    104988.44   -1.034982612    11.65696    104988.34
## 746     11.82938    149988.17   -0.389839634    11.88725    149988.11
## 747     11.61151    126488.39   -0.726746510    11.72113    126488.28
## 748     12.06329    214487.94    0.534867439    12.22258    214487.78
## 750     11.93327    154988.07   -0.318158144    12.10336    154987.90
## 755     12.02735    148987.97   -0.404179068    12.15613    148987.84
## 756     11.42175    102988.58   -1.063653790    11.49264    102988.51
## 757     11.81507    122988.18   -0.776927514    11.99228    122988.01
## 759     11.93584    134988.06   -0.604890096    12.07013    134987.93
## 761     11.80675    115988.19   -0.877283565    11.98446    115988.02
## 762     11.43821     88738.56   -1.267950515    11.44573     88738.55
## 765     11.80676    159888.19   -0.247907012    11.74718    159888.25
## 767     11.82657    103588.17   -1.055057636    11.97339    103588.03
## 768     11.65382     62988.35   -1.637120947    11.73416     62988.27
## 770     11.74860    138988.25   -0.547541029    11.73709    138988.26
## 771     12.10293    172487.90   -0.067270151    12.07567    172487.92
## 773     11.68429    129988.32   -0.676569469    11.66477    129988.34
## 774     11.87797    149888.12   -0.391273990    11.86427    149888.14
## 775     11.71749    134888.28   -0.606320625    11.65142    134888.35
## 776     11.71819    136988.28   -0.576213784    11.65207    136988.35
## 777     11.73539    138988.26   -0.547540839    11.72764    138988.27
## 778     11.87885    164988.12   -0.174791407    11.86543    164988.13
## 779     11.85713    147988.14   -0.418513223    11.89814    147988.10
## 780     12.05577    164987.94   -0.174793943    12.04654    164987.95
## 784     11.65180    134988.35   -0.604886024    11.61675    134988.38
## 785     11.47367     82488.53   -1.357554747    11.49687     82488.50
## 786     11.98190    189988.02    0.183622010    11.98009    189988.02
## 789     12.03547    127487.96   -0.712415993    12.07763    127487.92
## 790     11.70984    121488.29   -0.798430899    11.72145    121488.28
## 792     11.98653    154388.01   -0.326760866    12.06134    154387.94
## 793     11.41132    112988.59   -0.920287683    11.43531    112988.56
## 794     11.70906    124988.29   -0.748252803    11.72666    124988.27
## 795     11.52186     83988.48   -1.336050544    11.49166     83988.51
## 796     11.79002    139488.21   -0.540373325    11.71363    139488.29
## 798     11.83235    104988.17   -1.034986485    11.93723    104988.06
## 799     11.69863    107988.30   -0.991974781    11.70828    107988.29
## 800     12.03737    161987.96   -0.217803467    12.02858    161987.97
## 803     12.43079    271887.57    1.357782766    12.39829    271887.60
## 804     12.29434    212987.71    0.513359232    12.26116    212987.74
## 805     12.33039    239887.67    0.899013141    12.29504    239887.70
## 806     12.49770    239487.50    0.893276104    12.49648    239487.50
## 816     12.66725    269487.33    1.323371546    12.59080    269487.41
## 817     12.66725    269487.33    1.323371546    12.59080    269487.41
## 818     12.66725    269487.33    1.323371546    12.59080    269487.41
## 820     12.43095    296987.57    1.717631317    12.39811    296987.60
## 821     12.40360    295480.60    1.696026459    12.36945    295480.63
## 823     12.34745    239887.65    0.899012897    12.31668    239887.68
## 824     12.44828    211987.55    0.499020430    12.41440    211987.59
## 825     12.47254    272487.53    1.366384125    12.43720    272487.56
## 826     12.57148    238987.43    0.886106749    12.58034    238987.42
## 828     12.17048    199987.83    0.326985264    12.10318    199987.90
## 829     12.27327    221787.73    0.639521577    12.24697    221787.75
## 830     12.15037    194487.85    0.248134275    12.08428    194487.92
## 831     12.34837    236987.65    0.857436756    12.32645    236987.67
## 832     12.09780    172987.90   -0.060101780    11.99065    172988.01
## 833     12.23629    274987.76    1.402229001    12.21849    274987.78
## 834     12.28563    233487.71    0.807259570    12.25595    233487.74
## 836     11.82483    151988.18   -0.361166377    11.71070    151988.29
## 837     11.80118    142988.20   -0.490195400    11.69442    142988.31
## 838     12.19106    231487.81    0.778587735    12.10206    231487.90
## 839     12.26431    211987.74    0.499023067    12.22403    211987.78
## 840     12.20200    206987.80    0.427340982    12.15953    206987.84
## 841     11.83827    144988.16   -0.461522740    11.72927    144988.27
## 842     11.80118    137988.20   -0.561878378    11.69442    137988.31
## 843     12.31153    197887.69    0.296876390    12.26246    197887.74
## 844     12.21833    203987.78    0.384330960    12.17191    203987.83
## 845     12.19407    191987.81    0.212292159    12.14911    191987.85
## 846     12.19699    199987.80    0.326984883    12.10466    199987.90
## 847     12.28293    194987.72    0.255300673    12.22370    194987.78
## 848     12.25277    226987.75    0.714072169    12.19536    226987.80
## 849     12.34216    229987.66    0.757080675    12.28233    229987.72
## 850     12.20004    187087.80    0.142042755    12.14878    187087.85
## 851     12.20805    202987.79    0.369994512    12.15334    202987.85
## 852     12.22153    200987.78    0.341321127    12.16898    200987.83
## 853     11.76794    123988.23   -0.762590242    11.71070    123988.29
## 854     11.72183    139988.28   -0.533204049    11.66738    139988.33
## 855     11.72742    134888.27   -0.606320768    11.66966    134888.33
## 856     11.76478    150488.24   -0.382670410    11.71070    150488.29
## 857     11.70693    136488.29   -0.583381921    11.65337    136488.35
## 858     11.84381    143488.16   -0.483027713    11.78497    143488.22
## 859     11.68797    133488.31   -0.626391436    11.65337    133488.35
## 860     11.69836    122988.30   -0.776925841    11.66314    122988.34
## 861     11.65469    133888.35   -0.620656321    11.62210    133888.38
## 862     11.65469    132988.35   -0.633559257    11.62210    132988.38
## 863     12.26594    249987.73    1.043813682    12.20774    249987.79
## 864     12.57983    254737.42    1.111908012    12.54991    254737.45
## 865     12.43625    236487.56    0.850267198    12.42091    236487.58
## 866     12.46536    261487.53    1.208681674    12.44828    261487.55
## 867     12.67172    312987.33    1.947013397    12.69533    312987.30
## 868     12.30546    198487.69    0.305478435    12.24487    198487.76
## 869     12.35256    210987.65    0.484685206    12.29210    210987.71
## 870     12.33460    219987.67    0.613714826    12.33134    219987.67
## 871     12.20989    202987.79    0.369994486    12.17288    202987.83
## 872     12.45327    279487.55    1.466740571    12.43394    279487.57
## 873     12.18289    209987.82    0.470351043    12.14455    209987.86
## 874     12.39676    219487.60    0.606545637    12.34552    219487.65
## 875     12.28337    190987.72    0.197954283    12.24194    190987.76
## 876     12.12448    177987.88    0.011580817    12.07777    177987.92
## 877     12.26621    212987.73    0.513359636    12.21393    212987.79
## 878     11.89251    143988.11   -0.475860113    11.80368    143988.20
## 879     11.89251    139988.11   -0.533206496    11.80368    139988.20
## 880     12.39074    293187.61    1.663152830    12.36033    293187.64
## 881     12.31282    189987.69    0.183617265    12.24585    189987.75
## 882     12.23379    189987.77    0.183618398    12.17158    189987.83
## 883     12.11652    173487.88   -0.052933750    12.00824    173487.99
## 884     12.09511    169987.90   -0.103111528    11.98218    169988.02
## 885     11.59397    107988.41   -0.991973280    11.58319    107988.42
## 886     11.87828    166988.12   -0.146118207    11.85598    166988.14
## 887     11.45175     99988.55   -1.106664007    11.48222     99988.52
## 888     12.37690    198487.62    0.305477410    12.30904    198487.69
## 889     12.01069    159487.99   -0.253644573    11.99196    159488.01
## 892     12.53613    319987.46    2.047371511    12.54712    319987.45
## 893     11.97648    145488.02   -0.454356424    11.87665    145488.12
## 894     11.55141    117988.45   -0.848606713    11.59930    117988.40
## 895     11.53892     84988.46   -1.321714193    11.50176     84988.50
## 898     11.52993     99888.47   -1.108098788    11.65337     99888.35
## 900     11.92903    119888.07   -0.821372594    11.91852    119888.08
## 903     11.75080    109988.25   -0.963302337    11.91704    109988.08
## 904     11.74042    121988.26   -0.791263039    11.79474    121988.21
## 909     11.91558    139488.08   -0.540375125    12.01248    139487.99
## 911     11.81416    104988.19   -1.034986224    11.93202    104988.07
## 913     11.75064    147488.25   -0.425679994    11.92876    147488.07
## 914     11.90941    137438.09   -0.569765058    12.05124    137437.95
## 915     11.89234    154988.11   -0.318157558    12.05269    154987.95
## 916     12.02462    176987.98   -0.002754348    12.15059    176987.85
## 917     11.98560    144988.01   -0.461524852    12.16409    144987.84
## 918     11.86768    136988.13   -0.576215928    12.08298    136987.92
## 919     12.18829    233987.81    0.814429264    12.36051    233987.64
## 921     11.92363    177488.08    0.004415398    12.01411    177487.99
## 923     11.79181    154988.21   -0.318156116    11.78660    154988.21
## 925     11.69280    154888.31   -0.319588357    11.80940    154888.19
## 927     11.71704    144788.28   -0.464388321    11.73416    144788.27
## 928     12.05685    174487.94   -0.038596299    12.19243    174487.81
## 929     12.00375    192988.00    0.226631484    12.03593    192987.96
## 931     11.83037    158488.17   -0.267978584    11.90270    158488.10
## 932     12.10437    223987.90    0.671064509    12.14831    223987.85
## 933     11.88360    114988.12   -0.891621262    11.86362    114988.14
## 934     11.95188    136988.05   -0.576217135    11.92779    136988.07
## 935     11.95188    120988.05   -0.805602667    11.92779    120988.07
## 936     11.95188    123988.05   -0.762592879    11.92779    123988.07
## 937     12.23186    207987.77    0.441677150    12.17307    207987.83
## 939     12.13350    221987.87    0.642390900    12.07469    221987.93
## 940     11.68999    146988.31   -0.432847423    11.80973    146988.19
## 941     11.80425    122988.20   -0.776927359    11.97650    122988.02
## 942     11.63730     77988.36   -1.422071774    11.76021     77988.24
## 947     12.52459    250987.48    1.058146570    12.50691    250987.49
## 949     12.30658    239987.69    0.900447142    12.23999    239987.76
## 950     12.27199    214987.73    0.542032744    12.16623    214987.83
## 951     11.83737    156438.16   -0.297368706    11.82909    156438.17
## 952     11.96250    172988.04   -0.060099840    11.94668    172988.05
## 953     12.00533    125987.99   -0.733920454    11.93676    125988.06
## 954     12.09144    172987.91   -0.060101689    12.07940    172987.92
## 958     12.50909    315487.49    1.982857218    12.52171    315487.48
## 961     12.51953    316487.48    1.997193664    12.52855    316487.47
## 962     12.34360    200987.66    0.341319377    12.31603    200987.68
## 963     12.04060    174987.96   -0.031427768    11.98740    174988.01
## 964     12.30128    203987.70    0.384329771    12.25613    203987.74
## 966     12.26571    219987.73    0.613715813    12.26065    219987.74
## 968     12.58149    314987.42    1.975687882    12.59272    314987.41
## 970     11.72524    139488.27   -0.540372396    11.70028    139488.30
## 972     12.00011    161988.00   -0.217802932    11.91964    161988.08
## 973     12.01020    164987.99   -0.174793290    11.92616    164988.07
## 974     11.62200     90988.38   -1.235695810    11.53824     90988.46
## 975     11.67879    129988.32   -0.676569390    11.65663    129988.34
## 976     11.48842     85988.51   -1.307376873    11.42163     85988.58
## 977     11.86566    159988.13   -0.246474196    11.82927    159988.17
## 978     11.48842     79988.51   -1.393396448    11.42163     79988.58
## 979     11.73591     96988.26   -1.149677868    11.65421     96988.35
## 980     11.64856     87988.35   -1.278705978    11.57212     87988.43
## 981     11.66440    131888.34   -0.649329651    11.63122    131888.37
## 982     11.94514    131238.05   -0.658652464    11.88284    131238.12
## 983     11.79220    165488.21   -0.167621867    11.73350    165488.27
## 984     11.71831    111988.28   -0.934628680    11.64327    111988.36
## 985     11.75777    148988.24   -0.404175203    11.65956    148988.34
## 986     11.92696    142988.07   -0.490197203    11.81559    142988.18
## 987     11.89780    129988.10   -0.676572530    11.79116    129988.21
## 988     12.05956    195987.94    0.269640471    12.03789    195987.96
## 989     11.94469    172988.06   -0.060099585    11.90354    172988.10
## 991     12.23124    237487.77    0.864606733    12.21704    237487.78
## 992     12.22635    206887.77    0.425906973    12.21541    206887.78
## 993     12.13876    187487.86    0.147778271    12.04994    187487.95
## 994     12.08599    164987.91   -0.174794376    12.00629    164987.99
## 995     12.14192    195487.86    0.262470992    12.04994    195487.95
## 996     12.15371    191987.85    0.212292738    12.06101    191987.94
## 997     12.14669    172987.85   -0.060102481    12.06036    172987.94
## 998     11.94723    177888.05    0.010149698    11.82276    177888.18
## 999     12.19294    174987.81   -0.031429952    12.15399    174987.85
## 1000    12.37181    285987.63    1.559929611    12.35740    285987.64
## 1002    12.25779    179987.74    0.040252097    12.27401    179987.73
## 1003    12.23487    179987.77    0.040252425    12.25544    179987.74
## 1004    12.13876    180987.86    0.054590399    12.04994    180987.95
## 1005    12.15197    182987.85    0.083263401    12.05938    182987.94
## 1006    12.15116    187987.85    0.154946392    12.06753    187987.93
## 1007    12.34226    194487.66    0.248131524    12.30025    194487.70
## 1008    12.15619    184987.84    0.111936532    12.08414    184987.92
## 1009    12.20421    188987.80    0.169282227    12.23850    188987.76
## 1010    12.24515    188487.75    0.162113342    12.27401    188487.73
## 1011    12.69885    354987.30    2.549150030    12.65284    354987.35
## 1012    12.81235    324987.19    2.119050530    12.80966    324987.19
## 1016    11.95000    132988.05   -0.633563491    12.01215    132987.99
## 1017    12.38560    214987.61    0.542031116    12.36474    214987.64
## 1018    12.25154    226487.75    0.706903889    12.23282    226487.77
## 1019    12.02510    175487.97   -0.024259248    11.99065    175488.01
## 1020    12.08738    181887.91    0.067494072    12.09340    181887.91
## 1021    12.35027    234987.65    0.828763537    12.35530    234987.64
## 1022    12.25568    219987.74    0.613715957    12.26344    219987.74
## 1023    12.51507    271987.48    1.359215217    12.46297    271987.54
## 1024    11.93616    160988.06   -0.232138611    11.92192    160988.08
## 1027    11.83555    146888.16   -0.434283169    11.79800    146888.20
## 1030    12.01692    159887.98   -0.247910025    11.99782    159888.00
## 1031    12.30928    204987.69    0.398666252    12.32272    204987.68
## 1032    11.80313    156988.20   -0.289483087    11.75565    156988.24
## 1033    12.61494    305987.39    1.846658041    12.60072    305987.40
## 1034    12.01912    132987.98   -0.633564482    11.95566    132988.04
## 1035    11.85962    150988.14   -0.375503471    11.87078    150988.13
## 1036    11.59449    111888.41   -0.936060564    11.52130    111888.48
## 1037    11.68797    122988.31   -0.776925692    11.65337    122988.35
## 1038    11.57901    111238.42   -0.945379130    11.49785    111238.50
## 1040    11.84903    103388.15   -1.057925277    11.84896    103388.15
## 1041    11.84903     99988.15   -1.106669703    11.84896     99988.15
## 1042    11.84587    100488.15   -1.099501360    11.84896    100488.15
## 1043    11.83955    105988.16   -1.020649993    11.84896    105988.15
## 1045    11.84271     89488.16   -1.257203868    11.84896     89488.15
## 1046    11.84295    111738.16   -0.938214616    11.79604    111738.20
## 1048    12.01792    142987.98   -0.490198507    12.00173    142988.00
## 1049    11.99736    148488.00   -0.411346936    12.02663    148487.97
## 1050    11.68187    109988.32   -0.963301349    11.66249    109988.34
## 1062    12.56236    249987.44    1.043809433    12.51863    249987.48
## 1063    12.63745    315987.36    1.990023676    12.59811    315987.40
## 1066    12.42304    283987.58    1.531255685    12.34943    283987.65
## 1067    12.37190    283987.63    1.531256419    12.35153    283987.65
## 1072    12.19401    191987.81    0.212292160    12.12826    191987.87
## 1073    12.35214    273987.65    1.387890745    12.33297    273987.67
## 1074    12.52811    265987.47    1.273195456    12.54256    265987.46
## 1076    12.30061    234237.70    0.818011802    12.27564    234237.72
## 1077    12.30061    219487.70    0.606547015    12.27564    219487.72
## 1078    12.27746    154987.72   -0.318163079    12.21262    154987.79
## 1079    12.27746    153987.72   -0.332499675    12.21262    153987.79
## 1080    12.18773    206987.81    0.427341186    12.12533    206987.87
## 1081    12.21819    194987.78    0.255301601    12.15692    194987.84
## 1082    12.26329    219977.74    0.613572482    12.19634    219977.80
## 1083    12.24150    190987.76    0.197954884    12.17288    190987.83
## 1084    12.16532    159882.83   -0.247983835    12.09536    159882.90
## 1086    12.13003    178987.87    0.025917333    12.02095    178987.98
## 1087    12.15707    192987.84    0.226629285    12.04635    192987.95
## 1088    12.12434    189987.88    0.183619968    12.06279    189987.94
## 1089    12.11274    175987.89   -0.017092207    12.00173    175988.00
## 1090    12.30688    187987.69    0.154944159    12.24324    187987.76
## 1091    12.40225    212987.60    0.513357685    12.32989    212987.67
## 1093    12.21341    186487.79    0.133440605    12.11118    186487.89
## 1094    12.36018    226737.64    0.710486480    12.29927    226737.70
## 1095    12.23348    183987.77    0.097598828    12.16832    183987.83
## 1096    12.20082    175987.80   -0.017093469    12.14357    175987.86
## 1097    12.50607    224987.49    0.685395346    12.43934    224987.56
## 1098    12.27348    185887.73    0.124837787    12.22077    185887.78
## 1099    12.56923    284487.43    1.538421888    12.55479    284487.45
## 1100    12.72178    314987.28    1.975685871    12.69518    314987.30
## 1101    12.57836    249987.42    1.043809203    12.55447    249987.45
## 1102    12.68146    290987.32    1.631608151    12.70152    290987.30
## 1104    12.42830    279487.57    1.466740929    12.37517    279487.62
## 1105    12.66759    289987.33    1.617271754    12.65316    289987.35
## 1108    12.44378    287487.56    1.581433473    12.39862    287487.60
## 1109    12.42268    270987.58    1.344879946    12.37582    270987.62
## 1110    12.48626    301487.51    1.782145205    12.48574    301487.51
## 1112    12.28441    213987.72    0.527695971    12.15710    213987.84
## 1113    12.38103    231987.62    0.785753309    12.35121    231987.65
## 1114    12.27031    239987.73    0.900447662    12.19699    239987.80
## 1116    12.38038    244987.62    0.972129063    12.34762    244987.65
## 1118    12.48367    256987.52    1.144166731    12.44469    256987.56
## 1120    12.34152    246987.66    1.000802812    12.31407    246987.69
## 1124    12.33300    226687.67    0.709770040    12.25888    226687.74
## 1125    12.51644    249987.48    1.043810091    12.48736    249987.51
## 1126    12.39886    249987.60    1.043811777    12.32077    249987.68
## 1128    12.30362    205937.70    0.412286099    12.22533    205937.77
## 1129    12.41400    255987.59    1.129831134    12.37922    255987.62
## 1131    12.20071    207487.80    0.434509298    12.09033    207487.91
## 1132    12.09137    140987.91   -0.518872751    12.03477    140987.97
## 1133    12.18961    187987.81    0.154945840    12.07991    187987.92
## 1134    12.29029    192487.71    0.219459078    12.22468    192487.78
## 1135    12.01534    145987.98   -0.447188683    11.91020    145988.09
## 1136    11.87893    158988.12   -0.260810982    11.73481    158988.27
## 1137    11.98788    154988.01   -0.318158927    11.89033    154988.11
## 1138    12.17336    172987.83   -0.060102863    12.06166    172987.94
## 1139    12.12927    169987.87   -0.103112018    12.06148    169987.94
## 1140    12.13417    181987.87    0.068927061    12.05157    181987.95
## 1141    12.15246    162987.85   -0.203468521    12.07469    162987.93
## 1142    12.15527    193487.84    0.233797609    12.07437    193487.93
## 1143    12.25976    188987.74    0.169281430    12.22272    188987.78
## 1144    12.17671    190487.82    0.190787515    12.07372    190487.93
## 1145    12.28117    174987.72   -0.031431217    12.24878    174987.75
## 1146    12.01234    179187.99    0.028786339    11.94896    179188.05
## 1147    12.16286    186987.84    0.140609628    12.08447    186987.92
## 1148    12.13062    192987.87    0.226629665    12.05417    192987.95
## 1149    11.98573    153888.01   -0.333929152    11.91801    153888.08
## 1150    11.70428    127988.30   -0.705242947    11.69246    127988.31
## 1151    11.67616    143988.32   -0.475857012    11.66901    143988.33
## 1152    11.65636    134988.34   -0.604886089    11.65337    134988.35
## 1153    11.68750    114988.31   -0.891618451    11.66184    114988.34
## 1155    11.78511    141988.21   -0.504531765    11.82453    141988.18
## 1156    12.00575    191987.99    0.212294859    11.99326    191988.01
## 1157    11.96045    139988.04   -0.533207470    11.90647    139988.09
## 1158    12.49064    289987.51    1.617274291    12.40141    289987.60
## 1159    12.87217    372487.13    2.800037970    12.90152    372487.10
## 1160    12.19917    195987.80    0.269638469    12.13608    195987.86
## 1161    12.15661    171887.84   -0.075872878    12.09015    171887.91
## 1162    12.14856    177987.85    0.011580471    12.08852    177987.91
## 1163    12.02401    164987.98   -0.174793488    11.91834    164988.08
## 1166    12.22149    179387.78    0.031650660    12.17191    179387.83
## 1167    12.12602    172887.87   -0.061535844    12.03202    172887.97
## 1168    12.49636    299987.50    1.760640166    12.52757    299987.47
## 1169    12.38583    284987.61    1.545592815    12.42073    284987.58
## 1170    12.42361    289987.58    1.617275252    12.45624    289987.54
## 1171    12.46513    304987.53    1.832323593    12.50119    304987.50
## 1173    12.13518    159987.86   -0.246478060    12.09080    159987.91
## 1174    12.18787    169987.81   -0.103112858    12.14031    169987.86
## 1175    12.32764    222987.67    0.656724713    12.26572    222987.73
## 1177    12.37035    199987.63    0.326982398    12.36196    199987.64
## 1178    12.86386    344987.14    2.405781706    12.92903    344987.07
## 1179    12.25029    245487.75    0.979299226    12.25805    245487.74
## 1180    12.23014    217487.77    0.577874834    12.24208    217487.76
## 1182    11.96873    162488.03   -0.210634185    11.92876    162488.07
## 1184    12.31983    289987.68    1.617276740    12.38280    289987.62
## 1185    12.33877    204987.66    0.398665829    12.27321    204987.73
## 1186    12.19257    173987.81   -0.045766543    12.23087    173987.77
## 1187    11.98891    182988.01    0.083265739    11.99228    182988.01
## 1188    12.09424    149987.91   -0.389843431    12.09424    149987.91
## 1190    12.16160    214987.84    0.542034327    12.21067    214987.79
## 1191    11.93278    140488.07   -0.526038776    11.90126    140488.10
## 1192    12.41616    239987.58    0.900445571    12.37893    239987.62
## 1193    11.88646    140988.11   -0.518869814    11.84881    140988.15
## 1194    11.68564    146988.31   -0.432847360    11.66901    146988.33
## 1195    11.69015    134988.31   -0.604886574    11.67324    134988.33
## 1196    11.96849    144988.03   -0.461524607    11.93481    144988.07
## 1197    11.96849    142588.03   -0.495932437    11.93481    142588.07
## 1198    11.96881    134988.03   -0.604890569    11.91136    134988.09
## 1199    12.19157    169987.81   -0.103112911    12.22696    169987.77
## 1200    12.68171    299787.32    1.757770190    12.72287    299787.28
## 1201    12.16035    184987.84    0.111936473    12.13854    184987.86
## 1202    12.05048    172987.95   -0.060101101    12.05906    172987.94
## 1203    11.92738    178388.07    0.017318281    12.00839    178387.99
## 1204    12.28885    175987.71   -0.017094731    12.32728    175987.67
## 1205    11.69255     97988.31   -1.135340651    11.70223     97988.30
## 1206    11.54651    108996.45   -0.977521311    11.51186    108996.49
## 1207    11.55895    135738.44   -0.594132246    11.52652    135738.47
## 1208    11.75419    154988.25   -0.318155577    11.73937    154988.26
## 1209    11.97241    180488.03    0.047424486    11.99163    180488.01
## 1210    11.88861    174888.11   -0.032859249    11.90694    174888.09
## 1211    11.87540    139988.12   -0.533206251    11.89749    139988.10
## 1212    11.85698    144988.14   -0.461523008    11.88316    144988.12
## 1213    11.80800    179888.19    0.038824886    11.78399    179888.22
## 1214    11.94641    168488.05   -0.124614290    11.96720    168488.03
## 1216    11.71555    145488.28   -0.454352683    11.71494    145488.29
## 1217    11.89664    141988.10   -0.504533364    11.93528    141988.06
## 1218    11.62289    140988.38   -0.518866035    11.57473    140988.43
## 1219    11.74124    152988.26   -0.346828583    11.73611    152988.26
## 1220    11.34429     72488.66   -1.500918850    11.29543     72488.70
## 1222    11.66065    117988.34   -0.848608279    11.72275    117988.28
## 1223    11.48295     86988.52   -1.293040199    11.51153     86988.49
## 1224    11.87227    141488.13   -0.511701312    11.85924    141488.14
## 1226    11.78554    141488.21   -0.511700069    11.80745    141488.19
## 1227    12.02577    165487.97   -0.167625215    12.06850    165487.93
## 1228    11.69069    112888.31   -0.921725348    11.70940    112888.29
## 1229    12.22460    201787.78    0.352790360    12.27582    201787.72
## 1230    11.94109    162988.06   -0.203465491    11.97111    162988.03
## 1231    11.75341    139938.25   -0.533921332    11.74458    139938.26
## 1233    11.96817    164988.03   -0.174792687    11.99359    164988.01
## 1234    12.17388    226987.83    0.714073300    12.17502    226987.82
## 1235    11.71850    134988.28   -0.604886980    11.72959    134988.27
## 1236    11.75974    123988.24   -0.762590125    11.74458    123988.26
## 1237    11.80476    139988.20   -0.533205238    11.78986    139988.21
## 1238    11.75186    136488.25   -0.583382565    11.75500    136488.24
## 1239    11.84969    184988.15    0.111940926    11.84100    184988.16
## 1240    11.89660    162988.10   -0.203464853    11.93821    162988.06
## 1241    12.00371    166788.00   -0.148987324    12.03886    166787.96
## 1242    11.86775    138988.13   -0.547542737    11.91704    138988.08
## 1243    11.93885    165988.06   -0.160455671    11.98088    165988.02
## 1244    11.83386    135988.17   -0.590552038    11.87925    135988.12
## 1245    11.72375    132988.28   -0.633560247    11.73155    132988.27
## 1246    11.63415    115988.37   -0.877281090    11.65924    115988.34
## 1247    11.73090    137488.27   -0.569045669    11.74718    137488.25
## 1248    11.66088    129988.34   -0.676569133    11.68139    129988.32
## 1249    12.07680    179987.92    0.040254692    12.11052    179987.89
## 1254    11.97648    145988.02   -0.447188126    11.96608    145988.03
## 1255    11.50489     89888.50   -1.251464386    11.49948     89888.50
## 1256    11.64483    113988.36   -0.905954435    11.74946    113988.25
## 1257    11.84635    139988.15   -0.533205834    11.87943    139988.12
## 1258    11.41132     86888.59   -1.294472832    11.43531     86888.56
## 1259    11.73136    138988.27   -0.547540782    11.83969    138988.16
## 1260    11.50049    106238.50   -1.017060983    11.63792    106238.36
## 1261    12.06696    170987.93   -0.088774529    12.08642    170987.91
## 1262    11.74088    138988.26   -0.547540918    11.71200    138988.29
## 1263    12.02639    185987.97    0.126274989    12.11034    185987.89
## 1264    11.90015    156988.10   -0.289484478    11.93560    156988.06
## 1265    11.84053    147988.16   -0.418512985    11.87958    147988.12
## 1266    12.29511    241987.70    0.929120498    12.35693    241987.64
## 1267    11.64702    115988.35   -0.877281275    11.66836    115988.33
## 1271    11.78591    158988.21   -0.260809649    11.78106    158988.22
## 1272    11.71602    125888.28   -0.735349966    11.70647    125888.29
## 1273    11.79358    154988.21   -0.318156142    11.78530    154988.21
## 1274    11.88544    137988.11   -0.561879586    11.95743    137988.04
## 1275    11.78794    112488.21   -0.927461380    11.84798    112488.15
## 1276    11.73525    105488.26   -1.027816795    11.79847    105488.20
## 1277    11.88985    127488.11   -0.712413905    11.94375    127488.06
## 1279    11.88835    149988.11   -0.389840479    11.88921    149988.11
## 1280    11.62072    109488.38   -0.970468770    11.64067    109488.36
## 1281    12.09785    139987.90   -0.533209440    12.11248    139987.89
## 1282    12.03688    167887.96   -0.133217545    12.05222    167887.95
## 1283    11.75038    136858.25   -0.578078003    11.73578    136858.26
## 1285    11.50791     72988.49   -1.493752898    11.62080     72988.38
## 1286    11.71017    157488.29   -0.282313457    11.87324    157488.13
## 1287    11.77437    122588.23   -0.782661569    11.80289    122588.20
## 1288    11.66709    110988.33   -0.948964541    11.81494    110988.19
## 1290    11.52343     63988.48   -1.622782482    11.59083     63988.41
## 1291    11.82828    139488.17   -0.540373873    12.00173    139488.00
## 1292    11.59865    117988.40   -0.848607390    11.70046    117988.30
## 1295    11.83041    122238.17   -0.787680181    11.93872    122238.06
## 1296    11.80749    119988.19   -0.819937192    12.01751    119987.98
## 1297    11.90037    154988.10   -0.318157673    11.99521    154988.00
## 1298    11.50729     77988.49   -1.422069910    11.66477     77988.34
## 1299    11.50682     94988.49   -1.178347776    11.72373     94988.28
## 1301    11.70470    146988.30   -0.432847633    11.73741    146988.26
## 1302    11.82906    139988.17   -0.533205587    11.86021    139988.14
## 1304    11.66590    112488.33   -0.927459631    11.67422    112488.33
## 1305    11.53495    107888.47   -0.993406094    11.50990    107888.49
## 1307    12.53585    294987.46    1.688956622    12.82077    294987.18
## 1308    11.72803    139488.27   -0.540372436    11.90191    139488.10
## 1309    11.70230    153888.30   -0.333925088    11.83318    153888.17
## 1310    11.95412    131988.05   -0.647900146    12.15529    131987.84
## 1312    11.51659    113988.48   -0.905952596    11.70321    113988.30
## 1315    11.71368    129388.29   -0.685171847    11.87357    129388.13
## 1316    11.95445    160988.05   -0.232138874    12.13184    160987.87
## 1317    11.95474    162988.05   -0.203465686    12.15026    162987.85
## 1318    11.83483    127988.17   -0.705244818    12.01085    127987.99
## 1320    11.85558    116888.14   -0.864381329    12.04487    116887.96
## 1321    12.66439    324987.34    2.119052651    13.05346    324986.95
## 1324    11.69163    109988.31   -0.963301489    11.69246    109988.31
## 1325    11.95694    131488.04   -0.655068484    11.95663    131488.04
## 1326    11.64679     96988.35   -1.149676591    11.65924     96988.34
## 1327    11.61414    115488.39   -0.884449101    11.57245    115488.43
## 1328    11.64876    137988.35   -0.561876193    11.74425    137988.26
## 1330    11.52891     79488.47   -1.400565326    11.62568     79488.37
## 1331    11.87713    152988.12   -0.346830531    11.93807    152988.06
## 1332    11.51168    109488.49   -0.970467207    11.62731    109488.37
## 1333    11.71308    123988.29   -0.762589456    11.76608    123988.23
## 1334    11.72333    106888.28   -1.007745390    11.94766    106888.05
## 1335    11.98217    164888.02   -0.176226548    12.07209    164887.93
## 1336    11.56888    118988.43   -0.834270367    11.68106    118988.32
## 1337    11.76924    119988.23   -0.819936644    11.90466    119988.10
## 1338    11.91203    156988.09   -0.289484648    12.01508    156987.98
## 1339    11.86462    104988.14   -1.034986948    11.96459    104988.04
## 1340    11.70949    112988.29   -0.920291958    11.85743    112988.14
## 1341    11.64878    114988.35   -0.891617896    11.76803    114988.23
## 1343    11.53739    122988.46   -0.776923533    11.58645    122988.41
## 1345    11.80413    162888.20   -0.204897187    11.88432    162888.12
## 1347    11.89605    123488.10   -0.769760377    11.99149    123488.01
## 1349    11.81150    127988.19   -0.705244484    11.97111    127988.03
## 1350    11.31754     68488.68   -1.558264849    11.38580     68488.61
## 1352    11.98944    206988.01    0.427344029    12.12942    206987.87
## 1353    12.09817    183987.90    0.097600768    12.27582    183987.72
## 1354    11.91840    162488.08   -0.210633463    12.08642    162487.91
## 1355    11.81217    144988.19   -0.461522366    11.86217    144988.14
## 1356    11.62355    129988.38   -0.676568598    11.80042    129988.20
## 1357    11.99550    159988.00   -0.246476058    12.17372    159987.83
## 1359    11.86551    127488.13   -0.712413556    12.05157    127487.95
## 1360    11.63721     93838.36   -1.194836730    11.77762     93838.22
## 1363    11.66487    119988.34   -0.819935148    11.79800    119988.20
## 1364    11.71569    127488.28   -0.712411408    11.86622    127488.13
## 1365    11.78363    126988.22   -0.719580680    11.93007    126988.07
## 1367    11.62388    124988.38   -0.748251581    11.64067    124988.36
## 1369    11.46509     84988.53   -1.321713135    11.61917     84988.38
## 1370    11.45312     82363.55   -1.359346527    11.49868     82363.50
## 1371    11.80434    134988.20   -0.604888211    12.00596    134987.99
## 1373    11.79876    133988.20   -0.619224727    11.76640    133988.23
## 1374    11.75635    134988.24   -0.604887523    11.78595    134988.21
## 1376    11.76018    127488.24   -0.712412046    11.81331    127488.19
## 1378    11.73001    129488.27   -0.683738422    11.71070    129488.29
## 1379    11.90262    157488.10   -0.282316216    11.88446    157488.12
## 1381    11.71969    144988.28   -0.461521040    11.69507    144988.30
## 1382    11.68572    129988.31   -0.676569489    11.66314    129988.34
## 1383    11.88113    152988.12   -0.346830588    11.86427    152988.14
## 1384    11.74777    119988.25   -0.819936336    11.72145    119988.28
## 1385    11.81987    151988.18   -0.361166306    11.73872    151988.26
## 1388    11.69926     79988.30   -1.393399471    11.69963     79988.30
## 1389    11.79833    149338.20   -0.399157976    11.77194    149338.23
## 1390    11.69596    144888.30   -0.462954359    11.68464    144888.32
## 1391    11.86497    184988.14    0.111940707    11.91443    184988.09
## 1392    11.81413    164988.19   -0.174790479    11.82243    164988.18
## 1393    11.89980    234988.10    0.828769995    11.93528    234988.06
## 1395    11.52343    107988.48   -0.991972269    11.59083    107988.41
## 1398    11.69867    143988.30   -0.475857334    11.66640    143988.33
## 1399    12.02711    172987.97   -0.060100766    11.94798    172988.05
## 1400    12.33255    191987.67    0.212290174    12.34162    191987.66
## 1401    12.16625    244987.83    0.972132133    12.17940    244987.82
## 1404    11.93304    176988.07   -0.002753035    11.96948    176988.03
## 1405    11.91402    125588.09   -0.739653783    12.03445    125587.97
## 1406    11.82291    154988.18   -0.318156562    11.88381    154988.12
## 1407    12.11881    239987.88    0.900449834    12.29554    239987.70
## 1409    11.91333    184988.09    0.111940014    12.07274    184987.93
## 1410    12.11750    234987.88    0.828766874    12.21411    234987.79
## 1411    11.86413    159888.14   -0.247907834    11.86347    159888.14
## 1412    11.70061     99588.30   -1.112402213    11.65337     99588.35
## 1413    11.91202    134488.09   -0.612058053    11.94082    134488.06
## 1414    11.63791    118988.36   -0.834271357    11.81722    118988.18
## 1415    11.66258    107488.34   -0.999142562    11.81070    107488.19
## 1416    11.72558    124988.27   -0.748253039    11.75109    124988.25
## 1417    11.73194     78988.27   -1.407736535    11.88446     78988.12
## 1418    11.67876     94988.32   -1.178350241    11.73383     94988.27
## 1419    12.48005    262267.52    1.219864009    12.44162    262267.56
## 1420    12.55186    259987.45    1.187175541    12.44408    259987.56
## 1421    12.24902    226487.75    0.706903925    12.21262    226487.79
## 1422    12.44482    224987.56    0.685396224    12.39960    224987.60
## 1423    12.39780    228987.60    0.742743281    12.34650    228987.65
## 1425    12.39840    248487.60    1.022306890    12.36456    248487.64
## 1428    12.40912    227987.59    0.728406523    12.36605    227987.63
## 1429    12.32443    224987.68    0.685397950    12.33069    224987.67
## 1430    12.05430    194987.95    0.255303950    12.06264    194987.94
## 1431    12.16788    199987.83    0.326985301    12.07730    199987.92
## 1432    11.80434    154988.20   -0.318156296    11.69442    154988.31
## 1433    11.84528    143988.15   -0.475859436    11.72992    143988.27
## 1434    11.80434    144988.20   -0.461522253    11.69442    144988.31
## 1435    12.18640    225988.81    0.699750861    12.14487    225988.86
## 1436    12.19665    215687.80    0.552069442    12.10434    215687.90
## 1437    12.27699    207487.72    0.434508205    12.22109    207487.78
## 1439    12.29563    187987.70    0.154944320    12.24455    187987.76
## 1440    12.21387    190987.79    0.197955280    12.16474    190987.84
## 1441    12.22855    220987.77    0.628052942    12.16963    220987.83
## 1442    12.32868    231487.67    0.778585762    12.26670    231487.73
## 1443    12.33627    234987.66    0.828763738    12.27679    234987.72
## 1444    12.32660    223487.67    0.663893025    12.26474    223487.74
## 1445    11.72626    130238.27   -0.672985921    11.67748    130238.32
## 1446    11.74887    149888.25   -0.391272139    11.69279    149888.31
## 1447    11.81754    157988.18   -0.275146698    11.75435    157988.25
## 1448    11.87836    146988.12   -0.432850123    11.86166    146988.14
## 1451    11.72141    109988.28   -0.963301916    11.67292    109988.33
## 1452    11.69113    126988.31   -0.719579354    11.65337    126988.35
## 1453    11.66201    124888.34   -0.749685788    11.62601    124888.37
## 1454    12.44499    229987.56    0.757079200    12.42319    229987.58
## 1455    12.52680    236987.47    0.857434198    12.50007    236987.50
## 1456    12.35082    234987.65    0.828763529    12.29048    234987.71
## 1457    12.45659    230487.54    0.764247332    12.38689    230487.61
## 1458    12.45527    229987.54    0.757079053    12.44176    229987.56
## 1459    12.40204    222487.60    0.649555348    12.34455    222487.66
## 1460    12.60405    286987.40    1.574262878    12.57564    286987.42
## 1461    12.60663    273987.39    1.387887096    12.62823    273987.37
## 1462    12.44187    299987.56    1.760640948    12.42026    299987.58
## 1463    12.61657    255887.38    1.128394570    12.58443    255887.42
## 1464    12.32668    224887.67    0.683964258    12.25888    224887.74
## 1465    12.52045    239987.48    0.900444076    12.44097    239987.56
## 1466    12.28231    182987.72    0.083261532    12.21718    182987.78
## 1467    12.42477    206987.58    0.427337788    12.41310    206987.59
## 1468    12.34676    209987.65    0.470348694    12.30448    209987.70
## 1469    11.89567    136488.10   -0.583384627    11.80368    136488.20
## 1470    11.89884    144988.10   -0.461523608    11.80368    144988.20
## 1471    12.10028    208887.90    0.454581972    12.01378    208887.99
## 1473    12.24311    213987.76    0.527696563    12.18331    213987.82
## 1474    12.30658    208487.69    0.448844376    12.23999    208487.76
## 1475    12.21788    186487.78    0.133440541    12.15367    186487.85
## 1476    12.21476    209987.79    0.470350586    12.15073    209987.85
## 1477    12.26537    185887.73    0.124837903    12.19829    185887.80
## 1478    12.26634    179887.73    0.038818315    12.24046    179887.76
## 1479    12.26861    218823.73    0.597027974    12.19243    218823.81
## 1480    12.19825    192987.80    0.226628695    12.12630    192987.87
## 1481    12.22486    188987.78    0.169281931    12.15725    188987.84
## 1482    11.89884    149288.10   -0.399876247    11.80368    149288.20
## 1483    11.89884    140988.10   -0.518869991    11.80368    140988.20
## 1484    11.89884    148988.10   -0.404177225    11.80368    148988.20
## 1485    11.89884    144488.10   -0.468691906    11.80368    144488.20
## 1486    11.47159     84988.53   -1.321713228    11.63122     84988.37
## 1487    11.92665    145888.07   -0.448621071    12.08856    145887.91
## 1489    11.80488    147488.20   -0.425680772    11.78106    147488.22
## 1490    11.76235    164988.24   -0.174789737    11.70842    164988.29
## 1491    11.90704    134988.09   -0.604889683    11.89456    134988.11
## 1492    11.63574    107988.36   -0.991973879    11.69637    107988.30
## 1493    11.68889    137488.31   -0.569045067    11.60111    137488.40
## 1494    12.28786    165387.71   -0.169062632    12.22240    165387.78
## 1495    11.90674    146988.09   -0.432850530    11.89130    146988.11
## 1496    12.00098    160488.00   -0.239307839    11.98284    160488.02
## 1500    11.97964    147988.02   -0.418514979    11.87665    147988.12
## 1501    11.62511     81988.37   -1.364725216    11.59166     81988.41
## 1502    11.62511     81988.37   -1.364725216    11.59166     81988.41
## 1503    11.72494    117988.28   -0.848609200    11.68548    117988.31
## 1504    11.62511     82488.37   -1.357556918    11.59166     82488.41
## 1505    11.49755     91888.50   -1.222791089    11.47179     91888.53
## 1506    11.64917    119988.35   -0.819934923    11.71494    119988.29
## 1508    11.54184     98988.46   -1.121001895    11.51935     98988.48
## 1509    11.72541    130488.27   -0.669401760    11.76282    130488.24
## 1510    11.73218    134988.27   -0.604887176    11.69525    134988.30
## 1511    11.82076    135488.18   -0.597720149    11.82569    135488.17
## 1513    11.57250    107988.43   -0.991972972    11.63727    107988.36
## 1514    11.54257     97988.46   -1.135338501    11.65337     97988.35
## 1515    11.28358     66988.72   -1.579769256    11.34233     66988.66
## 1516    11.79681    135888.20   -0.591985167    11.93090    135888.07
## 1517    11.86890    139988.13   -0.533206158    12.01020    139987.99
## 1518    11.90156    179488.10    0.033088906    11.94914    179488.05
## 1519    11.94238    136488.06   -0.583385296    12.07925    136487.92
## 1520    11.94827    167988.05   -0.131782615    12.14683    167987.85
## 1522    12.13202    188987.87    0.169283262    12.21918    188987.78
## 1524    11.81452    144988.19   -0.461522399    11.95613    144988.04
## 1526    11.90593    176988.09   -0.002752646    12.07469    176987.93
## 1527    11.75857    147488.24   -0.425680108    11.93919    147488.06
## 1528    11.64484     90988.36   -1.235696137    11.78479     90988.22
## 1529    12.10352    230987.90    0.771420692    12.33101    230987.67
## 1531    11.90452    137988.10   -0.561879860    12.04961    137987.95
## 1532    12.00691    148987.99   -0.404178775    12.17223    148987.83
## 1533    11.95905    188688.04    0.164984763    12.06818    188687.93
## 1535    11.76044    109988.24   -0.963302475    11.81950    109988.18
## 1536    11.81555    103988.18   -1.049322840    11.88284    103988.12
## 1540    12.29539    263387.70    1.235923643    12.38689    263387.61
## 1542    12.01533    223987.98    0.671065786    12.06166    223987.94
## 1543    11.88676    116488.11   -0.870116414    11.86362    116488.14
## 1544    12.06839    150987.93   -0.375506465    12.03430    150987.97
## 1545    11.67691    125988.32   -0.733915746    11.82681    125988.17
## 1546    11.78043    119988.22   -0.819936804    11.88251    119988.12
## 1547    11.39741     54988.60   -1.751810037    11.47570     54988.52
## 1548    11.65385    120488.35   -0.812766692    11.79326    120488.21
## 1549    11.56017    120488.44   -0.812765349    11.62536    120488.37
## 1550    11.67484    118988.33   -0.834271886    11.76282    118988.24
## 1552    11.57501     99488.42   -1.113834072    11.66901     99488.33
## 1553    12.02505    165487.97   -0.167625205    12.00875    165487.99
## 1562    12.28756    249987.71    1.043813372    12.21914    249987.78
## 1563    12.39967    274987.60    1.402226659    12.37466    274987.63
## 1564    12.39607    299987.60    1.760641604    12.34487    299987.66
## 1565    12.40825    270987.59    1.344880153    12.38867    270987.61
## 1566    12.32258    212987.68    0.513358828    12.27582    212987.72
## 1567    11.90709    170988.09   -0.088772237    11.89163    170988.11
## 1568    11.96289    171488.04   -0.081604739    11.94407    171488.06
## 1572    12.18040    241487.82    0.921953845    12.17191    241487.83
## 1574    12.36821    293987.63    1.674622429    12.33915    293987.66
## 1577    11.99894    172488.00   -0.067268660    11.84165    172488.16
## 1578    11.98230    167488.02   -0.138951401    11.82601    167488.17
## 1580    12.07569    149987.92   -0.389843165    12.01443    149987.99
## 1582    11.98337    179988.02    0.040256031    11.93658    179988.06
## 1584    12.32510    232487.67    0.792922409    12.30756    232487.69
## 1585    12.16969    194987.83    0.255302296    12.07306    194987.93
## 1586    12.61003    304987.39    1.832321515    12.57531    304987.42
## 1587    12.43757    298738.56    1.742734601    12.40137    298738.60
## 1592    11.99491    160488.01   -0.239307752    11.91476    160488.09
## 1594    11.76161    123988.24   -0.762590152    11.71070    123988.29
## 1595    11.85628    114988.14   -0.891620871    11.79670    114988.20
## 1596    11.91556    129488.08   -0.683741082    11.85240    129488.15
## 1597    11.62516    104988.37   -1.034983515    11.53824    104988.46
## 1598    11.62516     94888.37   -1.179783132    11.53824     94888.46
## 1599    11.78108    152488.22   -0.353997452    11.74979    152488.25
## 1600    11.87595     97988.12   -1.135343280    11.88316     97988.12
## 1601    11.49790     80988.50   -1.379059988    11.42163     80988.58
## 1602    11.67722    112988.32   -0.920291495    11.69376    112988.31
## 1603    11.70926    128488.29   -0.698074720    11.63774    128488.36
## 1604    11.74951    119488.25   -0.827104659    11.67259    119488.33
## 1605    11.70610    130488.29   -0.669401483    11.63774    130488.36
## 1606    11.70610    137988.29   -0.561877015    11.63774    137988.36
## 1607    11.71615    134488.28   -0.612055244    11.64718    134488.35
## 1609    11.73772    137488.26   -0.569045767    11.66152    137488.34
## 1612    12.05385    167287.95   -0.141819745    12.04440    167287.96
## 1613    12.05535    166987.94   -0.146120746    12.09894    166987.90
## 1614    12.39274    243987.61    0.957792290    12.40709    243987.59
## 1615    12.49329    267987.51    1.301869146    12.56065    267987.44
## 1616    12.31771    224987.68    0.685398046    12.24748    224987.75
## 1617    12.12451    167987.88   -0.131785141    12.03951    167987.96
## 1618    12.09547    176987.90   -0.002755363    12.00629    176987.99
## 1619    12.14053    168987.86   -0.117448775    12.04863    168987.95
## 1620    12.06566    161487.93   -0.224972170    11.97828    161488.02
## 1621    12.39227    250987.61    1.058148467    12.37661    250987.62
## 1622    12.16363    159987.84   -0.246478468    12.07925    159987.92
## 1624    12.23319    178737.77    0.022331705    12.18885    178737.81
## 1625    12.12605    175987.87   -0.017092397    12.09112    175987.91
## 1626    12.38915    203987.61    0.384328512    12.27632    203987.72
## 1627    12.09369    159987.91   -0.246477466    12.06963    159987.93
## 1628    12.18931    159987.81   -0.246478836    12.16246    159987.84
## 1629    12.19594    163887.80   -0.190566208    12.16572    163887.83
## 1630    12.14245    167987.86   -0.131785399    12.06232    167987.94
## 1632    12.15252    169987.85   -0.103112351    12.19290    169987.81
## 1634    12.19038    181987.81    0.068926255    12.22254    181987.78
## 1635    12.24593    211987.75    0.499023331    12.26880    211987.73
## 1637    12.71622    349252.28    2.466929404    12.66619    349252.33
## 1644    12.03450    182887.97    0.081831426    11.99652    182888.00
## 1647    12.16013    175987.84   -0.017092886    12.16474    175987.84
## 1648    12.21478    212987.79    0.513360373    12.22500    212987.77
## 1649    12.31014    191987.69    0.212290495    12.31165    191987.69
## 1650    12.31734    189987.68    0.183617201    12.32435    189987.68
## 1651    12.22321    194987.78    0.255301529    12.18870    194987.81
## 1652    11.88360    147988.12   -0.418513603    11.86362    147988.14
## 1653    11.95282    151488.05   -0.368336510    11.91085    151488.09
## 1654    12.23908    196987.76    0.283974493    12.24487    196987.76
## 1655    11.99802    192338.00    0.217312778    11.96818    192338.03
## 1657    11.92664    169988.07   -0.103109113    11.92485    169988.08
## 1658    11.90603    174988.09   -0.031425839    11.85533    174988.14
## 1659    12.09844    174987.90   -0.031428597    12.09521    174987.90
## 1660    12.30239    197887.70    0.296876521    12.31328    197887.69
## 1661    12.09060    173987.91   -0.045765081    12.11425    173987.89
## 1662    12.16385    178887.84    0.024483188    12.13886    178887.86
## 1663    11.77605    138988.22   -0.547541422    11.73318    138988.27
## 1664    11.84379    143238.16   -0.486611862    11.84700    143238.15
## 1665    12.13169    183987.87    0.097600288    12.16474    183987.84
## 1667    11.70530    132988.29   -0.633559983    11.66966    132988.33
## 1668    11.72094    119488.28   -0.827104249    11.68139    119488.32
## 1669    11.58179    122988.42   -0.776924169    11.50046    122988.50
## 1670    11.57693    109988.42   -0.963299844    11.49590    109988.50
## 1671    11.56474    127988.44   -0.705240946    11.51414    127988.49
## 1672    11.57901    120488.42   -0.812765619    11.49785    120488.50
## 1673    11.96707    132988.03   -0.633563735    11.93282    132988.07
## 1674    12.06201    154987.94   -0.318159990    11.96297    154988.04
## 1675    12.04937    176987.95   -0.002754702    11.96297    176988.04
## 1676    11.88859    113488.11   -0.913126227    11.88316    113488.12
## 1677    11.93227    112988.07   -0.920295151    11.92420    112988.08
## 1678    11.93227    113688.07   -0.910259534    11.92420    113688.08
## 1679    11.83979    105988.16   -1.020649996    11.79604    105988.20
## 1681    11.85163    127988.15   -0.705245059    11.83951    127988.16
## 1682    12.05613    154987.94   -0.318159906    12.03170    154987.97
## 1683    12.00368    142488.00   -0.497366601    12.02663    142487.97
## 1684    11.71830    129238.28   -0.687322403    11.69376    129238.31
## 1698    12.86685    379987.13    2.907562515    12.85494    379987.15
## 1699    12.40499    249987.60    1.043811689    12.37075    249987.63
## 1704    12.68949    316987.31    2.004359525    12.64404    316987.36
## 1708    12.85691    341987.14    2.362772019    12.80137    341987.20
## 1709    12.68775    353987.31    2.534813593    12.64241    353987.36
## 1710    12.65582    349987.34    2.477467668    12.61538    349987.38
## 1711    12.65201    284987.35    1.545588999    12.61180    284987.39
## 1713    12.28278    245687.72    0.982166079    12.20872    245687.79
## 1714    12.43199    232685.57    0.795759522    12.39909    232685.60
## 1716    12.08332    194687.92    0.251002556    11.97111    194688.03
## 1718    12.06253    199987.94    0.326986811    11.95157    199988.05
## 1719    12.08332    206987.92    0.427342683    11.97111    206988.03
## 1720    12.37726    209487.62    0.463179959    12.34469    209487.66
## 1721    12.37726    209487.62    0.463179959    12.34469    209487.66
## 1722    12.31348    202487.69    0.362824703    12.28476    202487.72
## 1723    12.49418    279987.51    1.473908283    12.50770    279987.49
## 1724    12.48864    277487.51    1.438066873    12.50249    277487.50
## 1727    12.20402    199987.80    0.326984783    12.14064    199987.86
## 1729    12.14364    175987.86   -0.017092650    12.02779    175987.97
## 1734    12.07084    202987.93    0.369996479    11.95938    202988.04
## 1744    12.37991    226487.62    0.706902048    12.35609    226487.64
## 1746    12.25051    258987.75    1.172843265    12.18135    258987.82
## 1747    12.10804    188487.89    0.162115307    12.04748    188487.95
## 1748    12.19643    174987.80   -0.031430002    12.13054    174987.87
## 1749    12.39921    214987.60    0.542030921    12.32109    214987.68
## 1751    12.31637    183487.68    0.090429342    12.24324    183487.76
## 1752    12.20021    165487.80   -0.167627716    12.13705    165487.86
## 1753    12.39224    210987.61    0.484684638    12.31751    210987.68
## 1755    12.40537    219487.59    0.606545513    12.33282    219487.67
## 1756    12.16315    174987.84   -0.031429525    12.06394    174987.94
## 1757    12.20320    169987.80   -0.103113078    12.14878    169987.85
## 1758    12.17456    161987.83   -0.217805433    12.11295    161987.89
## 1759    12.18121    186987.82    0.140609365    12.07795    186987.92
## 1760    12.16211    184987.84    0.111936447    12.06297    184987.94
## 1763    12.61168    247987.39    1.015135534    12.58280    247987.42
## 1766    12.70831    322487.29    2.083210532    12.67955    322487.32
## 1767    12.52791    251987.47    1.072483118    12.45986    251987.54
## 1769    12.39264    269777.61    1.327533096    12.33868    269777.66
## 1770    12.52609    315737.47    1.986441123    12.46409    315737.54
## 1772    12.68115    289987.32    1.617271560    12.66294    289987.34
## 1774    12.55762    262987.44    1.230185245    12.55577    262987.44
## 1775    12.68673    329987.31    2.190735310    12.66522    329987.33
## 1778    12.61104    319987.39    2.047370437    12.61455    319987.39
## 1779    12.34922    282909.65    1.515801894    12.31538    282909.68
## 1780    12.37033    214987.63    0.542031335    12.33818    214987.66
## 1782    12.40568    254987.59    1.115494658    12.37140    254987.63
## 1787    12.38905    226987.61    0.714070215    12.35577    226987.64
## 1788    12.36855    259987.63    1.187178169    12.33948    259987.66
## 1790    12.24535    248987.75    1.029477382    12.17354    248987.83
## 1791    12.41947    306987.58    1.860997439    12.39029    306987.61
## 1792    12.41177    249987.59    1.043811592    12.32696    249987.67
## 1793    12.47293    221287.53    0.632350417    12.43459    221287.57
## 1798    12.51764    269987.48    1.330541989    12.47661    269987.52
## 1801    12.41262    249687.59    1.039510601    12.37792    249687.62
## 1804    12.42267    252987.58    1.086821223    12.38736    252987.61
## 1806    12.68706    339987.31    2.334101262    12.64176    339987.36
## 1808    12.12268    146987.88   -0.432853626    12.05529    146987.94
## 1809    11.87199    148988.13   -0.404176840    11.72829    148988.27
## 1810    12.24158    180987.76    0.054588925    12.16702    180987.83
## 1811    12.17299    200987.83    0.341321823    12.08805    200987.91
## 1812    12.20415    191737.80    0.208707866    12.12030    191737.88
## 1813    12.17513    178987.82    0.025916686    12.12240    178987.88
## 1814    12.21906    214987.78    0.542033503    12.16963    214987.83
## 1815    12.11606    179187.88    0.028784852    12.04049    179187.96
## 1816    11.97103    127988.03   -0.705246771    11.93984    127988.06
## 1817    11.73599    143988.26   -0.475857869    11.65989    143988.34
## 1819    11.72049    120738.28   -0.809183498    11.66314    120738.34
## 1820    11.70258    132488.30   -0.640728242    11.68790    132488.31
## 1821    11.72958    131988.27   -0.647896926    11.71624    131988.28
## 1822    11.70947    132488.29   -0.640728340    11.69735    132488.30
## 1823    11.63614    128988.36   -0.690905374    11.58124    128988.42
## 1825    11.74265    144988.26   -0.461521369    11.71070    144988.29
## 1826    11.70250    128488.30   -0.698074623    11.69376    128488.31
## 1827    11.69166    125488.31   -0.741084255    11.66575    125488.33
## 1828    12.54352    299987.46    1.760639490    12.49829    299987.50
## 1829    12.37649    293987.62    1.674622310    12.38885    293987.61
## 1830    11.76057    128988.24   -0.690907158    11.70972    128988.29
## 1833    12.76205    301987.24    1.789309549    12.75382    301987.25
## 1835    12.30993    213987.69    0.527695605    12.28736    213987.71
## 1843    12.11254    176487.89   -0.009923906    12.01639    176487.98
## 1844    12.09763    175987.90   -0.017091990    12.00238    175988.00
## 1845    12.11951    168487.88   -0.124616772    12.01997    168487.98
## 1846    12.14066    176987.86   -0.002756011    12.03984    176987.96
## 1847    12.12402    176987.88   -0.002755773    12.02420    176987.98
## 1848    12.10215    148787.90   -0.407047459    12.04194    148787.96
## 1849    12.31597    173987.68   -0.045768312    12.30788    173987.69
## 1850    12.37397    238987.63    0.886109580    12.31816    238987.68
## 1851    12.17508    203987.82    0.384331580    12.12533    203987.87
## 1852    12.53901    300987.46    1.774976151    12.50561    300987.49
## 1853    12.63205    312487.37    1.939845668    12.60789    312487.39
## 1854    12.31853    279687.68    1.469609822    12.32515    279687.67
## 1855    12.46304    254987.54    1.115493835    12.45237    254987.55
## 1856    11.91013    193988.09    0.240969421    11.83839    193988.16
## 1857    11.90555    217988.09    0.585047785    11.84002    217988.16
## 1858    12.19898    213737.80    0.524113046    12.26033    213737.74
## 1859    12.16255    186987.84    0.140609632    12.13170    186987.87
## 1860    11.95700    181488.04    0.061761303    11.93854    181488.06
## 1863    12.37933    225987.62    0.699733759    12.31132    225987.69
## 1864    11.89358    143438.11   -0.483745256    11.90270    143438.10
## 1865    12.33631    240037.66    0.901163546    12.31281    240037.69
## 1866    11.87248    162488.13   -0.210632805    11.87990    162488.12
## 1867    11.94315    163988.06   -0.189128924    11.94929    163988.05
## 1868    12.17709    184987.82    0.111936232    12.20741    184987.79
## 1869    12.23792    188487.76    0.162113445    12.20220    188487.80
## 1870    12.40465    254987.60    1.115494672    12.35888    254987.64
## 1871    11.98978    136893.01   -0.577579655    11.91917    136893.08
## 1872    11.86681    158488.13   -0.267979107    11.88349    158488.12
## 1873    12.05270    175487.95   -0.024259644    12.08754    175487.91
## 1874    11.84312    126988.16   -0.719581533    11.87013    126988.13
## 1875    11.76271    126988.24   -0.719580380    11.73253    126988.27
## 1876    11.79980    142988.20   -0.490195380    11.76738    142988.23
## 1877    11.74461    155988.26   -0.303818844    11.72145    155988.28
## 1879    11.96849    118988.03   -0.834276096    11.93481    118988.07
## 1880    11.68167    102988.32   -1.063657516    11.61512    102988.38
## 1882    11.80105    151488.20   -0.368334334    11.83951    151488.16
## 1883    11.72603    126488.27   -0.726748152    11.71885    126488.28
## 1884    11.85713    144988.14   -0.461523010    11.89814    144988.10
## 1885    11.66668    119988.33   -0.819935174    11.66901    119988.33
## 1887    11.65944    106488.34   -1.013479112    11.65924    106488.34
## 1888    11.77148    140488.23   -0.526036463    11.75859    140488.24
## 1889    11.69418    137488.31   -0.569045142    11.68595    137488.31
## 1890    11.66676    117588.33   -0.854343005    11.66314    117588.34
## 1891    12.01601    163487.98   -0.196298267    12.07386    163487.93
## 1892    11.84597    160988.15   -0.232137318    11.86687    160988.13
## 1894    12.22826    224487.77    0.678231031    12.22909    224487.77
## 1895    11.95789    146988.04   -0.432851263    11.97502    146988.02
## 1896    12.03845    199987.96    0.326987156    12.06557    199987.93
## 1897    11.96431    181888.04    0.067495836    11.99293    181888.01
## 1898    11.81369    150738.19   -0.379086962    11.80419    150738.20
## 1899    11.67535    101788.32   -1.080861341    11.61512    101788.38
## 1900    11.76043    123988.24   -0.762590135    11.83104    123988.17
## 1901    11.60840    138488.39   -0.554707317    11.66770    138488.33
## 1903    11.31925     64488.68   -1.615611257    11.27784     64488.72
## 1904    11.31748     63988.68   -1.622779529    11.27914     63988.72
## 1905    11.63063    111988.37   -0.934627423    11.63513    111988.36
## 1906    12.16691    164987.83   -0.174795537    12.17144    164987.83
## 1907    11.73969    143988.26   -0.475857922    11.74653    143988.25
## 1908    11.98447    136988.02   -0.576217602    11.99735    136988.00
## 1909    11.77378    104988.23   -1.034985645    11.82015    104988.18
## 1910    11.86983    146488.13   -0.440018299    11.90745    146488.09
## 1911    11.92290    125988.08   -0.733919272    11.88008    125988.12
## 1912    11.81952    174988.18   -0.031424599    11.78888    174988.21
## 1913    11.90682    158488.09   -0.267979680    11.93593    158488.06
## 1914    11.66668    114488.33   -0.898786450    11.66901    114488.33
## 1915    11.87881    143988.12   -0.475859917    11.86836    143988.13
## 1917    11.78395    140988.22   -0.518868344    11.83235    140988.17
## 1918    11.69363    130988.31   -0.662233007    11.70028    130988.30
## 1919    11.73135    142088.27   -0.503097335    11.71494    142088.29
## 1920    11.71659    138988.28   -0.547540570    11.71591    138988.28
## 1921    11.96250    157888.04   -0.276582436    11.99717    157888.00
## 1922    11.70395    139388.30   -0.541805750    11.71591    139388.28
## 1923    11.89071    149988.11   -0.389840513    11.93267    149988.07
## 1924    11.75341    119988.25   -0.819936417    11.74458    119988.26
## 1925    12.05605    174837.94   -0.033578479    12.08805    174837.91
## 1926    11.66698    115988.33   -0.877281561    11.67227    115988.33
## 1927    11.70749    134988.29   -0.604886823    11.71331    134988.29
## 1928    12.07495    163487.93   -0.196299112    12.06720    163487.93
## 1929    11.83016    129988.17   -0.676571560    11.83155    129988.17
## 1930    11.76257    129488.24   -0.683738889    11.76803    129488.23
## 1931    11.73476    141988.27   -0.504531043    11.74784    141988.25
## 1932    11.89129    128588.11   -0.696643670    11.88008    128588.12
## 1933    11.77230    124988.23   -0.748253709    11.83625    124988.16
## 1934    11.80735    135988.19   -0.590551658    11.86622    135988.13
## 1935    11.68415    134488.32   -0.612054786    11.70028    134488.30
## 1936    11.66486    126988.34   -0.719578977    11.67324    126988.33
## 1938    11.76276    114988.24   -0.891619530    11.71805    114988.28
## 1939    11.66170    116888.34   -0.864378549    11.67324    116888.33
## 1940    11.66590    131988.33   -0.647896013    11.67422    131988.33
## 1942    11.65187    112488.35   -0.927459429    11.67292    112488.33
## 1943    11.55870    137988.44   -0.561874902    11.71935    137988.28
## 1944    11.63164    134988.37   -0.604885735    11.66282    134988.34
## 1945    11.75625    155988.24   -0.303819011    11.76803    155988.23
## 1947    11.65207    108988.35   -0.977637517    11.70875    108988.29
## 1948    11.53784    103188.46   -1.060788135    11.50372    103188.50
## 1950    11.47599     64488.52   -1.615613504    11.53173     64488.47
## 1951    11.68315    147988.32   -0.418510729    11.87162    147988.13
## 1953    12.16286    171987.84   -0.074439308    12.22077    171987.78
## 1955    11.82426    128488.18   -0.698076369    11.83756    128488.16
## 1957    11.64239    122888.36   -0.778358698    11.67292    122888.33
## 1958    11.80611    119188.19   -0.831406449    11.87990    119188.12
## 1959    12.07409    142987.93   -0.490199312    12.12877    142987.87
## 1960    11.66773    118988.33   -0.834271784    11.69376    118988.31
## 1962    11.62475    128988.38   -0.690905211    11.65337    128988.35
## 1963    11.74995    134988.25   -0.604887431    11.74132    134988.26
## 1964    11.71420    151988.29   -0.361164791    11.71070    151988.29
## 1965    11.75610    139988.24   -0.533204541    11.75305    139988.25
## 1966    11.78738    151988.21   -0.361165840    11.77650    151988.22
## 1967    11.83418    156488.17   -0.296651830    11.82048    156488.18
## 1968    11.98396    140988.02   -0.518871212    11.95826    140988.04
## 1969    11.68066     98988.32   -1.121003885    11.67324     98988.33
## 1970    12.12323    186987.88    0.140610196    12.13039    186987.87
## 1971    11.99128    169488.01   -0.110278338    11.96217    169488.04
## 1972    11.66268    125488.34   -0.741083840    11.65337    125488.35
## 1973    11.68764    129988.31   -0.676569517    11.67683    129988.32
## 1974    11.58217    102988.42   -1.063656090    11.68464    102988.32
## 1976    11.81391    127488.19   -0.712412816    11.94961    127488.05
## 1977    11.59102     89488.41   -1.257200259    11.70484     89488.30
## 1978    11.74453    139988.26   -0.533204375    11.67683    139988.32
## 1979    11.56563     99888.43   -1.108099300    11.68692     99888.31
## 1980    11.37063     99988.63   -1.106662844    11.55746     99988.44
## 1981    11.66524    129988.33   -0.676569196    11.72113    129988.28
## 1982    11.57417    134988.43   -0.604884911    11.75435    134988.25
## 1983    11.50478    119988.50   -0.819932853    11.44624    119988.55
## 1985    11.45062     84988.55   -1.321712927    11.58808     84988.41
## 1986    11.45109    108488.55   -0.984802934    11.52912    108488.47
## 1987    11.67835    136988.32   -0.576213213    11.80209    136988.20
## 1988    11.60964    110488.39   -0.956132016    11.65402    110488.35
## 1989    11.57546     99988.42   -1.106665781    11.68725     99988.31
## 1990    12.14940    184887.85    0.110502970    12.41570    184887.58
## 1992    11.75648    124988.24   -0.748253482    11.85142    124988.15
## 1993    11.62588    113988.37   -0.905954163    11.77324    113988.23
## 1995    11.88288    144088.12   -0.474426316    12.06492    144087.94
## 2000    11.92167    151988.08   -0.361167765    12.05385    151987.95
## 2003    11.69464     86988.31   -1.293043234    11.77846     86988.22
## 2004    11.56765    104488.43   -1.042150988    11.53173    104488.47
## 2007    11.82267    128238.18   -0.701660495    11.83937    128238.16
## 2009    11.91877    209988.08    0.470354830    12.06004    209987.94
## 2010    11.73210    134988.27   -0.604887175    11.78692    134988.21
## 2011    11.82965    127988.17   -0.705244744    11.92876    127988.07
## 2012    11.83112    130988.17   -0.662234978    11.92420    130988.08
## 2013    11.59692    112988.40   -0.920290344    11.65989    112988.34
## 2014    11.88785    125988.11   -0.733918770    11.98642    125988.01
## 2015    11.74874    131988.25   -0.647897201    11.80256    131988.20
## 2016    11.75634    131738.24   -0.651481459    11.83644    131738.16
## 2017    11.69344    132488.31   -0.640728110    11.78920    132488.21
## 2018    11.75489    137488.25   -0.569046013    11.86478    137488.14
## 2019    11.77914    131988.22   -0.647897637    11.96116    131988.04
## 2020    11.85116    127488.15   -0.712413350    11.97274    127488.03
## 2021    11.70330    101988.30   -1.077994422    11.84863    101988.15
## 2022    12.12100    199987.88    0.326985973    12.26492    199987.74
## 2023    11.97164    180488.03    0.047424497    12.12160    180487.88
## 2024    11.81952    164988.18   -0.174790556    11.97567    164988.02
## 2025    11.70557     89988.29   -1.250033604    11.80061     89988.20
## 2026    11.81064    153563.19   -0.338586035    11.98218    153563.02
## 2027    11.94898    139988.05   -0.533207306    12.12077    139987.88
## 2029    11.57698    112988.42   -0.920290058    11.75402    112988.25
## 2030    11.59120    116988.41   -0.862943879    11.76738    116988.23
## 2031    12.11960    169487.88   -0.110280177    12.27517    169487.72
## 2032    11.87034    139388.13   -0.541808136    12.04389    139387.96
## 2033    12.27363    202487.73    0.362825274    12.27470    202487.73
## 2034    11.79327    126988.21   -0.719580818    11.96883    126988.03
## 2035    11.87290    140988.13   -0.518869619    11.97534    140988.02
## 2036    12.22611    212287.77    0.503324594    12.31881    212287.68
## 2037    12.08240    160987.92   -0.232140708    12.23756    160987.76
## 2039    11.61555    100988.38   -1.092329760    11.73383    100988.27
## 2040    11.52025    109888.48   -0.964732691    11.60600    109888.39
## 2041    11.59284    128488.41   -0.698073051    11.65012    128488.35
## 2043    11.55322     86988.45   -1.293041207    11.64555     86988.35
## 2045    12.29420    218987.71    0.599378809    12.42142    218987.58
## 2047    11.68673    125988.31   -0.733915887    11.74132    125988.26
## 2048    11.74436    108488.26   -0.984807138    11.78953    108488.21
## 2049    11.71264    129988.29   -0.676569875    11.69735    129988.30
## 2051    11.60576    115388.39   -0.885882641    11.54378    115388.46
## 2052    11.60460    118488.40   -0.841439177    11.55160    118488.45
## 2053    11.72308    164988.28   -0.174789173    11.70419    164988.30
## 2054    11.73633    122988.26   -0.776926385    11.71070    122988.29
## 2055    11.80442    128988.20   -0.690907787    11.82485    128988.18
## 2056    11.68572    124988.31   -0.748252468    11.66314    124988.34
## 2057    11.71076    107988.29   -0.991974955    11.68073    107988.32
## 2058    11.69251    119888.31   -0.821369204    11.65468    119888.35
## 2059    11.69308    114988.31   -0.891618531    11.66412    114988.34
## 2060    11.70587    134488.29   -0.612055097    11.67911    134488.32
## 2061    11.70687    126988.29   -0.719579580    11.68301    126988.32
## 2062    11.69204    128988.31   -0.690906176    11.66314    128988.34
## 2063    11.96813    143488.03   -0.483029495    11.94603    143488.05
## 2064    11.69196    128988.31   -0.690906174    11.66901    128988.33
## 2065    11.82084    186988.18    0.140614531    11.81982    186988.18
## 2067    11.71495    111988.29   -0.934628632    11.83318    111988.17
## 2068    11.96919    165238.03   -0.171208553    12.10709    165237.89
## 2069    11.90029    149988.10   -0.389840650    11.95059    149988.05
## 2070    11.75818    136988.24   -0.576214358    11.75500    136988.24
## 2073    12.07241    181987.93    0.068927946    12.02323    181987.98
## 2074    12.27154    210987.73    0.484686368    12.19847    210987.80
## 2075    11.77822    215988.22    0.556376419    11.80354    215988.20
## 2079    12.18540    242987.81    0.943458667    12.23040    242987.77
## 2080    12.01364    153987.99   -0.332495892    12.05710    153987.94
## 2081    11.65004    117988.35   -0.848608127    11.65337    117988.35
## 2084    11.32804     85988.67   -1.307374574    11.41349     85988.59
## 2085    11.79253    129988.21   -0.676571020    11.71005    129988.29
## 2086    11.79360    124988.21   -0.748254014    11.80907    124988.19
## 2087    11.84143    136488.16   -0.583383849    11.85403    136488.15
## 2088    11.59044     95988.41   -1.164012379    11.66007     95988.34
## 2089    11.81187    119988.19   -0.819937255    11.80842    119988.19
## 2091    12.17575    179887.82    0.038819613    12.15269    179887.85
## 2092    12.45340    224987.55    0.685396101    12.41360    224987.59
## 2093    12.60957    300987.39    1.774975139    12.57224    300987.43
## 2094    12.41635    237987.58    0.871772377    12.37582    237987.62
## 2095    12.35977    228487.64    0.735575529    12.32859    228487.67
## 2096    12.36726    219987.63    0.613714357    12.32077    219987.68
## 2107    12.15631    193987.84    0.240965892    12.08689    193987.91
## 2109    12.25921    216987.74    0.570706119    12.18657    216987.81
## 2110    12.35854    212986.64    0.513343975    12.32710    212986.67
## 2111    12.16355    175887.84   -0.018526595    12.09666    175887.90
## 2112    12.34552    190987.65    0.197953392    12.26767    190987.73
## 2113    12.06985    176419.93   -0.010898182    11.95547    176420.04
## 2114    12.38434    276987.62    1.430900070    12.35465    276987.65
## 2115    12.31883    206987.68    0.427339307    12.29308    206987.71
## 2117    12.24709    239987.75    0.900447995    12.16362    239987.84
## 2118    12.21136    187487.79    0.147777231    12.20727    187487.79
## 2119    12.34795    278987.65    1.459573783    12.40626    278987.59
## 2120    11.81859    139488.18   -0.540373734    11.70484    139488.30
## 2121    11.80750    125988.19   -0.733917618    11.69442    125988.31
## 2122    11.99556    177488.00    0.004414367    11.91834    177488.08
## 2123    12.03932    174987.96   -0.031427750    11.95352    174988.05
## 2124    12.21163    210987.79    0.484687227    12.11248    210987.89
## 2125    11.80750    145988.19   -0.447185703    11.69442    145988.31
## 2126    11.85091    147888.15   -0.419946793    11.72927    147888.27
## 2127    11.69539    123588.30   -0.768323840    11.53889    123588.46
## 2128    12.20501    204737.79    0.395083598    12.10922    204737.89
## 2129    12.35360    235487.65    0.835931787    12.29308    235487.71
## 2130    12.30884    216987.69    0.570705408    12.25399    216987.75
## 2131    12.29649    190537.70    0.191502627    12.23347    190537.77
## 2132    12.34601    217487.65    0.577873173    12.28298    217487.72
## 2133    12.22967    225987.77    0.699735904    12.16474    225987.84
## 2134    12.29518    179987.70    0.040251561    12.22631    179987.77
## 2135    11.71101    130988.29   -0.662233256    11.66314    130988.34
## 2136    11.76274    153488.24   -0.339660593    11.70582    153488.29
## 2137    11.76035    159988.24   -0.246472687    11.70060    159988.30
## 2138    11.77110    134888.23   -0.606321394    11.71070    134888.29
## 2139    11.72500    129988.28   -0.676570052    11.66738    129988.33
## 2140    11.70897    119988.29   -0.819935780    11.65826    119988.34
## 2141    11.70053    112488.30   -0.927460127    11.65924    112488.34
## 2142    11.74016    121988.26   -0.791263036    11.68757    121988.31
## 2143    11.69429    126988.31   -0.719579399    11.65337    126988.35
## 2144    11.58599    116988.41   -0.862943804    11.50144    116988.50
## 2145    12.52553    305887.47    1.845225663    12.48997    305887.51
## 2146    12.57779    228487.42    0.735572403    12.54502    228487.45
## 2147    12.28743    269987.71    1.330545289    12.22793    269987.77
## 2148    12.21958    191987.78    0.212291794    12.15823    191987.84
## 2149    12.38669    212987.61    0.513357909    12.31230    212987.69
## 2150    12.31316    199987.69    0.326983218    12.24618    199987.75
## 2151    12.66324    266987.34    1.287530114    12.63720    266987.36
## 2152    12.35250    227987.65    0.728407335    12.35707    227987.64
## 2153    12.66822    274987.33    1.402222809    12.63297    274987.37
## 2155    12.51625    284987.48    1.545590945    12.53735    284987.46
## 2156    12.52828    239987.47    0.900443964    12.51929    239987.48
## 2157    11.89884    131488.10   -0.655067651    11.80368    131488.20
## 2158    12.28130    246887.72    0.999370015    12.27531    246887.72
## 2159    12.38530    219487.61    0.606545801    12.31100    219487.69
## 2160    12.18045    184987.82    0.111936184    12.11849    184987.88
## 2162    12.34938    213487.65    0.520526741    12.26833    213487.73
## 2163    12.21307    179587.79    0.034518100    12.14617    179587.85
## 2164    12.13582    173487.86   -0.052934027    12.07060    173487.93
## 2166    12.24331    168662.76   -0.122109642    12.16865    168662.83
## 2167    12.03152    166987.97   -0.146120404    11.87227    166988.13
## 2168    11.79348    139988.21   -0.533205077    11.76738    139988.23
## 2170    11.63137    109988.37   -0.963300625    11.57082    109988.43
## 2171    11.59333     94738.41   -1.181933165    11.52912     94738.47
## 2172    11.71454    121988.29   -0.791262668    11.81201    121988.19
## 2174    11.84665    118488.15   -0.841442647    11.79326    118488.21
## 2175    11.88143    133488.12   -0.626394210    11.86753    133488.13
## 2176    11.90535    147988.09   -0.418513914    11.89000    147988.11
## 2179    11.87693    156988.12   -0.289484145    11.72699    156988.27
## 2180    11.98715    171488.01   -0.081605087    11.83057    171488.17
## 2183    11.98280    139988.02   -0.533207791    11.87665    139988.12
## 2184    11.68647    131738.31   -0.651480457    11.68464    131738.32
## 2185    11.62827     61488.37   -1.658625474    11.59166     61488.41
## 2186    11.55440    110988.45   -0.948962926    11.52521    110988.47
## 2188    11.30928     78988.69   -1.407730475    11.31302     78988.69
## 2189    11.64239    108488.36   -0.984805677    11.80922    108488.19
## 2192    11.49517    124988.50   -0.748249736    11.46658    124988.53
## 2193    11.52844     79263.47   -1.403791054    11.49785     79263.50
## 2194    11.55440    118988.45   -0.834270160    11.52521    118988.47
## 2197    11.87267    164988.13   -0.174791318    12.01671    164987.98
## 2198    11.52290     96488.48   -1.156843112    11.62894     96488.37
## 2199    11.74231    136488.26   -0.583382428    11.83513    136488.16
## 2200    11.79564    146488.20   -0.440017235    11.95026    146488.05
## 2201    11.89701    174988.10   -0.031425710    11.94784    174988.05
## 2202    11.86687    148488.13   -0.411345065    12.04064    148487.96
## 2203    11.84347    141488.16   -0.511700900    11.99521    141488.00
## 2204    11.94264    189938.06    0.182905743    12.14748    189937.85
## 2205    11.86794    134988.13   -0.604889123    12.00336    134988.00
## 2206    12.09159    163987.91   -0.189131052    12.21914    163987.78
## 2207    11.44888     90338.55   -1.245012115    11.59800     90338.40
## 2208    11.63212    138988.37   -0.547539359    11.77911    138988.22
## 2209    11.61802    119738.38   -0.823518625    11.68269    119738.32
## 2210    12.10343    144987.90   -0.461526541    12.16525    144987.83
## 2211    12.01605    144987.98   -0.461525289    12.02406    144987.98
## 2212    12.07230    237987.93    0.871777310    12.24259    237987.76
## 2214    12.24578    238987.75    0.886111418    12.38219    238987.62
## 2217    12.07062    219987.93    0.613718610    12.17600    219987.82
## 2218    11.76650    139988.23   -0.533204690    11.81331    139988.19
## 2220    12.22575    259487.77    1.180011918    12.28316    259487.72
## 2221    12.09695    257487.90    1.151340573    12.12649    257487.87
## 2222    12.12101    219487.88    0.606549590    12.24976    219487.75
## 2224    12.00972    200987.99    0.341324164    12.03561    200987.96
## 2225    12.01005    214987.99    0.542036500    12.01215    214987.99
## 2226    11.89442    123888.11   -0.764025715    11.86785    123888.13
## 2227    11.93772    169988.06   -0.103109272    11.76365    169988.24
## 2228    12.13527    199987.86    0.326985768    12.17075    199987.83
## 2229    12.20374    197987.80    0.298311595    12.23543    197987.76
## 2231    12.72029    314987.28    1.975685892    12.72645    314987.27
## 2232    11.75312    114988.25   -0.891619392    11.86608    114988.13
## 2233    11.82692    140988.17   -0.518868960    11.92323    140988.08
## 2234    11.57516     86988.42   -1.293041521    11.63350     86988.37
## 2235    11.80120    129838.20   -0.678721634    11.89344    129838.11
## 2236    11.56765     99988.43   -1.106665669    11.58222     99988.42
## 2238    11.51961     75188.48   -1.462212555    11.63774     75188.36
## 2239    11.69334    118388.31   -0.842874109    11.85710    118388.14
## 2241    11.86531    151988.13   -0.361166957    11.87943    151988.12
## 2247    12.40187    234987.60    0.828762797    12.36782    234987.63
## 2248    11.97931    183488.02    0.090434174    11.95059    183488.05
## 2249    11.84200    155988.16   -0.303820240    11.82453    155988.18
## 2250    11.91604    133988.08   -0.619226408    11.87925    133988.12
## 2251    11.97213    214988.03    0.542037043    11.82536    214988.17
## 2252    12.20224    244987.80    0.972131617    12.14194    244987.86
## 2253    12.19139    209987.81    0.470350921    12.16442    209987.84
## 2254    11.94671    147988.05   -0.418514507    11.98200    147988.02
## 2255    11.86887    142988.13   -0.490196370    11.86166    142988.14
## 2256    12.18672    243987.81    0.957795244    12.17191    243987.83
## 2258    11.81403    169988.19   -0.103107499    11.80451    169988.20
## 2259    12.25263    256987.75    1.144170043    12.26981    256987.73
## 2262    12.35300    265887.65    1.271764307    12.32189    265887.68
## 2265    12.08993    173987.91   -0.045765071    12.08689    173987.91
## 2266    12.27108    187487.73    0.147776374    12.24227    187487.76
## 2267    12.19145    203987.81    0.384331346    12.09945    203987.90
## 2268    12.27757    180487.72    0.047420111    12.26586    180487.73
## 2269    12.11424    187487.89    0.147778623    12.05627    187487.94
## 2270    12.49218    281987.51    1.502581503    12.46456    281987.54
## 2271    12.09959    177987.90    0.011581173    12.01313    177987.99
## 2272    12.39061    269987.61    1.330543810    12.36912    269987.63
## 2273    12.57872    279887.42    1.472473411    12.49276    279887.51
## 2274    11.91125    186688.09    0.136312256    11.88399    186688.12
## 2277    12.69577    281200.30    1.491295683    12.64697    281200.35
## 2280    11.90721    139988.09   -0.533206707    11.83235    139988.17
## 2281    11.61473    132238.39   -0.644311131    11.55518    132238.44
## 2282    11.94469    142988.06   -0.490197457    11.90354    142988.10
## 2283    11.81015    167988.19   -0.131780635    11.74476    167988.26
## 2284    11.77487    129888.23   -0.678004427    11.71722    129888.28
## 2285    11.80329    133988.20   -0.619224792    11.74393    133988.26
## 2286    11.66121     85488.34   -1.314547648    11.57212     85488.43
## 2287    11.62022    106488.38   -1.013478550    11.53955    106488.46
## 2288    11.65488     93888.35   -1.194120154    11.57212     93888.43
## 2289    11.65488     74988.35   -1.465081813    11.57212     74988.43
## 2290    11.49474     84488.51   -1.328881858    11.42163     84488.58
## 2291    11.67385     75178.33   -1.462358132    11.57212     75178.43
## 2292    11.88767    146788.11   -0.435717576    11.87339    146788.13
## 2293    11.76000    153488.24   -0.339660554    11.70028    153488.30
## 2294    11.99274    187988.01    0.154948663    11.96916    187988.03
## 2296    11.90697    156988.09   -0.289484576    11.83839    156988.16
## 2297    11.66756    137988.33   -0.561876463    11.63122    137988.37
## 2298    11.65469    129488.35   -0.683737342    11.62210    129488.38
## 2300    11.60720    129488.39   -0.683736661    11.49166    129488.51
## 2301    11.81577    134988.18   -0.604888375    11.75565    134988.24
## 2302    11.70926    124488.29   -0.755421103    11.63774    124488.36
## 2303    11.71242    138988.29   -0.547540510    11.63774    138988.36
## 2305    11.74019    124488.26   -0.755421547    11.66086    124488.34
## 2306    11.90137    149888.10   -0.391274325    11.94863    149888.05
## 2307    11.81445    157488.19   -0.282314952    11.86101    157488.14
## 2308    11.97344    168988.03   -0.117446380    11.95728    168988.04
## 2310    12.25431    192087.75    0.213724955    12.28591    192087.71
## 2311    12.11770    183487.88    0.090432190    12.02420    183487.98
## 2312    12.47626    221987.52    0.642385986    12.41132    221987.59
## 2313    12.16198    169987.84   -0.103112487    12.07176    169987.93
## 2314    12.10202    187487.90    0.147778798    12.01541    187487.98
## 2315    12.20154    201987.80    0.355658010    12.10596    201987.89
## 2316    12.11284    184987.89    0.111937154    12.01964    184987.98
## 2319    12.55404    249987.45    1.043809552    12.51082    249987.49
## 2320    12.46288    239887.54    0.899011242    12.42515    239887.57
## 2323    12.73522    269987.26    1.330538869    12.71375    269987.29
## 2324    11.98166    183488.02    0.090434141    11.90824    183488.09
## 2325    12.09674    165587.90   -0.166192573    12.01639    165587.98
## 2326    12.27006    176487.73   -0.009926164    12.21458    176487.79
## 2328    12.28209    238987.72    0.886110898    12.25855    238987.74
## 2329    12.37921    274987.62    1.402226952    12.40593    274987.59
## 2338    12.10791    168987.89   -0.117448308    12.11038    168987.89
## 2339    11.71027    144988.29   -0.461520905    11.71591    144988.28
## 2340    12.54483    317987.46    2.018698195    12.55233    317987.45
## 2343    12.22200    202487.78    0.362826014    12.21100    202487.79
## 2344    12.42944    228987.57    0.742742828    12.39406    228987.61
## 2345    12.42241    234987.58    0.828762503    12.42012    234987.58
## 2346    12.06831    189987.93    0.183620771    12.04017    189987.96
## 2347    11.91734    168988.08   -0.117445576    11.88642    168988.11
## 2348    12.32164    241487.68    0.921951820    12.29276    241487.71
## 2349    12.28484    188887.72    0.167847411    12.28787    188887.71
## 2350    12.11977    207487.88    0.434510459    12.07665    207487.92
## 2352    12.05752    179887.94    0.038821308    12.03300    179887.97
## 2353    12.01023    171987.99   -0.074437120    12.03575    171987.96
## 2355    12.16948    184487.83    0.104768044    12.13821    184487.86
## 2356    11.77972    153488.22   -0.339660837    11.72178    153488.28
## 2357    12.21162    162887.79   -0.204903029    12.22500    162887.77
## 2358    11.97013    180988.03    0.054592817    11.95385    180988.05
## 2359    11.89873    154988.10   -0.318157649    11.88674    154988.11
## 2362    11.58009     87988.42   -1.278704996    11.49590     87988.50
## 2363    11.58564     97488.41   -1.142507416    11.50111     97488.50
## 2364    12.09676    189987.90    0.183620363    11.98968    189988.01
## 2365    11.89175    105488.11   -1.027819039    11.88316    105488.12
## 2367    11.85536     82988.14   -1.350391921    11.84896     82988.15
## 2368    11.86710    115988.13   -0.877284430    11.86297    115988.14
## 2370    11.93227    117988.07   -0.848612173    11.92420    117988.08
## 2371    11.83868     88988.16   -1.264372108    11.83625     88988.16
## 2372    11.88859    107988.11   -0.991977504    11.88316    107988.12
## 2373    11.85220     94488.15   -1.185521025    11.84896     94488.15
## 2374    11.89010    146288.11   -0.442885909    11.87567    146288.12
## 2375    11.86293    144988.14   -0.461523093    11.82373    144988.18
## 2376    11.69412    122988.31   -0.776925780    11.66510    122988.33
## 2377    12.00052    137488.00   -0.569049534    12.02663    137487.97
## 2378    12.02741    143987.97   -0.475862047    12.00173    143988.00
## 2379    12.63387    314987.37    1.975687131    12.63898    314987.36
## 2382    12.39628    251987.60    1.072485005    12.36554    251987.63
## 2386    12.58881    325987.41    2.133390330    12.59663    325987.40
## 2388    12.68537    308987.31    1.889666818    12.63720    308987.36
## 2390    12.56582    275487.43    1.409392575    12.52189    275487.48
## 2402    12.49858    274987.50    1.402225241    12.45870    274987.54
## 2403    12.49888    278987.50    1.459571619    12.46196    278987.54
## 2404    12.19929    185837.80    0.124122021    12.12728    185837.87
## 2405    12.49319    282487.51    1.509749786    12.50380    282487.50
## 2410    12.20718    171737.79   -0.078024093    12.14064    171737.86
## 2421    12.25987    233987.74    0.814428237    12.19015    233987.81
## 2422    12.33697    214987.66    0.542031813    12.31277    214987.69
## 2423    12.24076    246977.76    1.000660890    12.17516    246977.82
## 2424    12.21346    178727.79    0.022188622    12.14357    178727.86
## 2425    12.25991    224987.74    0.685398875    12.18722    224987.81
## 2428    12.24851    213477.75    0.520384821    12.17354    213477.83
## 2431    12.13936    192127.86    0.214300067    11.97064    192128.03
## 2432    12.12796    183187.87    0.086131065    12.01899    183187.98
## 2433    12.32557    177987.67    0.011577934    12.29909    177987.70
## 2434    12.27724    201477.72    0.348345261    12.20350    201477.80
## 2435    12.49387    230487.51    0.764246798    12.46912    230487.53
## 2436    12.24323    179987.76    0.040252306    12.17451    179987.83
## 2437    12.17536    172387.82   -0.068704849    12.06948    172387.93
## 2438    12.25335    214987.75    0.542033012    12.14277    214987.86
## 2439    12.35810    199887.64    0.325548914    12.29732    199887.70
## 2440    12.17779    172987.82   -0.060102926    12.07176    172987.93
## 2442    12.50165    229987.50    0.757078388    12.42924    229987.57
## 2443    12.64245    347987.36    2.448794668    12.61766    347987.38
## 2444    12.50141    285987.50    1.559927753    12.48215    285987.52
## 2445    12.59716    299987.40    1.760638721    12.56619    299987.43
## 2448    12.48339    279987.52    1.473908437    12.46521    279987.53
## 2450    12.75190    349987.25    2.477466290    12.72645    349987.27
## 2452    12.66832    320987.33    2.061706212    12.65088    320987.35
## 2453    12.67941    289987.32    1.617271585    12.66131    289987.34
## 2454    12.77088    314987.23    1.975685167    12.75023    314987.25
## 2459    12.28664    231987.71    0.785754662    12.20937    231987.79
## 2466    12.20919    200812.79    0.338812400    12.08642    200812.91
## 2469    12.16532    175987.83   -0.017092960    12.09536    175987.90
## 2471    12.01023    139487.99   -0.540376482    11.89945    139488.10
## 2476    12.31090    183987.69    0.097597718    12.23217    183987.77
## 2477    12.27589    184887.72    0.110501156    12.19927    184887.80
## 2478    12.22584    186987.77    0.140608725    12.12583    186987.87
## 2479    12.12893    175887.87   -0.018526098    12.04961    175887.95
## 2480    12.17330    248487.83    1.022310117    12.09131    248487.91
## 2481    12.05155    171987.95   -0.074437712    11.98284    171988.02
## 2482    11.99197    150988.01   -0.375505369    11.92388    150988.08
## 2483    12.03716    149987.96   -0.389842613    11.95743    149988.04
## 2484    11.63292    106988.37   -1.006310434    11.56039    106988.44
## 2486    11.70882    129488.29   -0.683738118    11.69376    129488.31
## 2488    12.09920    119487.90   -0.827109672    12.06622    119487.93
## 2490    11.94599    150988.05   -0.375504710    11.92225    150988.08
## 2491    11.71692    125988.28   -0.733916319    11.69246    125988.31
## 2492    11.70040    115988.30   -0.877282040    11.66803    115988.33
## 2493    11.69015    133488.31   -0.626391467    11.67324    133488.33
## 2494    11.73078    120863.27   -0.807391571    11.70549    120863.29
## 2495    11.69993    136988.30   -0.576213523    11.67650    136988.32
## 2496    11.68880    123988.31   -0.762589108    11.66901    123988.33
## 2497    11.79162    134988.21   -0.604888029    11.77455    134988.23
## 2498    11.70833    129188.29   -0.688039090    11.67845    129188.32
## 2500    12.63215    259987.37    1.187174390    12.62580    259987.37
## 2501    12.77708    333987.22    2.248080397    12.75903    333987.24
## 2503    12.48091    267987.52    1.301869324    12.43054    267987.57
## 2504    12.36676    261987.63    1.215851386    12.36749    261987.63
## 2505    12.11952    176387.88   -0.011357666    12.05529    176387.94
## 2506    12.27085    196987.73    0.283974037    12.24469    196987.76
## 2507    12.11471    150987.89   -0.375507129    12.04780    150987.95
## 2508    12.12268    147387.88   -0.427118988    12.05529    147387.94
## 2509    12.12268    149887.88   -0.391277498    12.05529    149887.94
## 2511    12.12683    165987.87   -0.160458366    12.02388    165987.98
## 2512    12.21083    183887.79    0.096165493    12.15595    183887.84
## 2513    12.18972    164987.81   -0.174795864    12.13314    164987.87
## 2514    12.09453    138987.91   -0.547545988    12.03477    138987.97
## 2515    12.28839    199987.71    0.326983573    12.23477    199987.77
## 2516    12.36947    220987.63    0.628050921    12.34925    220987.65
## 2517    12.32486    269987.68    1.330544753    12.32515    269987.67
## 2518    11.94460    164988.06   -0.174792349    11.92095    164988.08
## 2519    12.18767    213987.81    0.527697358    12.24078    213987.76
## 2520    12.11869    187987.88    0.154946857    12.17596    187987.82
## 2521    12.18455    189987.82    0.183619104    12.23785    189987.76
## 2522    12.17823    169987.82   -0.103112720    12.23785    169987.76
## 2524    11.81149    146488.19   -0.440017462    11.76054    146488.24
## 2525    12.27507    169987.72   -0.103114108    12.30839    169987.69
## 2526    12.35687    262487.64    1.223019826    12.38526    262487.61
## 2527    11.98825    179888.01    0.038822301    11.98870    179888.01
## 2528    12.41738    249987.58    1.043811511    12.39196    249987.61
## 2530    12.06878    164487.93   -0.181962428    12.11751    164487.88
## 2531    12.01618    139987.98   -0.533208269    12.06213    139987.94
## 2532    11.72185    135488.28   -0.597718731    11.69116    135488.31
## 2533    11.74962    141988.25   -0.504531256    11.71429    141988.29
## 2534    11.99885    154988.00   -0.318159085    11.94849    154988.05
## 2536    11.74997    138488.25   -0.554709346    11.71461    138488.29
## 2537    11.69659    139988.30   -0.533203687    11.66445    139988.34
## 2538    11.74330    124388.26   -0.756855251    11.71429    124388.29
## 2539    11.77766    157988.22   -0.275146126    11.74360    157988.26
## 2540    11.79179    145988.21   -0.447185478    11.76282    145988.24
## 2541    12.19774    189987.80    0.183618915    12.17665    189987.82
## 2542    11.72715    136488.27   -0.583382211    11.71396    136488.29
## 2543    11.65320    129888.35   -0.678002682    11.65337    129888.35
## 2544    11.95030    144988.05   -0.461524346    11.92960    144988.07
## 2546    11.91842    159988.08   -0.246474953    11.93495    159988.07
## 2547    12.00057    166988.00   -0.146119960    12.01215    166987.99
## 2548    11.87182    157488.13   -0.282315774    11.84100    157488.16
## 2549    11.84538    139988.15   -0.533205821    11.88414    139988.12
## 2551    11.79262    151488.21   -0.368334213    11.77846    151488.22
## 2552    11.67282    129788.33   -0.679436623    11.79326    129788.21
##      standResid3log predict1log residual1log standResid1log
## 1       0.542035588    12.12782    214987.87    0.542034152
## 2      -1.034983884    11.69414    104988.31   -1.034983245
## 3      -0.074436392    11.94122    171988.06   -0.074436040
## 4       0.957792441    12.38689    243987.61    0.957791209
## 5       0.182189455    12.11241    189887.89    0.182186257
## 6       0.262472264    12.09815    195487.90    0.262471300
## 7       0.520527724    11.94636    213488.05    0.520531886
## 8       0.205122945    11.91326    191488.09    0.205127638
## 9       0.850268069    12.10500    236487.90    0.850270913
## 10      0.169281245    12.21228    188987.79    0.169281905
## 11     -0.018525201    12.12725    175887.87   -0.018526052
## 12      0.111939983    11.86019    184988.14    0.111940640
## 13      0.045990356    12.01883    180387.98    0.045990105
## 14     -0.081606974    11.94807    171488.05   -0.081604428
## 15      0.499022069    12.03994    211987.96    0.499025677
## 19     -0.518864150    11.67588    140988.32   -0.518866164
## 21      0.183619881    12.23510    189987.76    0.183618156
## 22     -0.103111079    11.85221    169988.15   -0.103107921
## 23      0.556369868    12.13809    215987.86    0.556370583
## 24     -0.404176517    11.75577    148988.24   -0.404174683
## 25     -0.391271699    11.79799    149888.20   -0.391272367
## 26     -0.504530683    11.78544    141988.21   -0.504531156
## 27     -0.733913132    11.68615    125988.31   -0.733914986
## 28     -0.891615573    11.67588    114988.32   -0.891617200
## 29      0.097600459    11.94579    183988.05    0.097602834
## 30     -1.164015877    11.74607     95988.25   -1.164013194
## 31     -1.027816502    11.80598    105488.19   -1.027816559
## 32     -1.278709113    11.80598     87988.19   -1.278706680
## 33     -0.712413574    11.79286    127488.21   -0.712411648
## 34     -0.391275694    12.01369    149887.99   -0.391275460
## 35     -0.819939165    11.65990    119988.34   -0.819934079
## 36     -0.447188408    12.01369    145987.99   -0.447188115
## 38      1.846660885    12.15521    305987.84    1.846662386
## 42      1.402224294    12.15179    274987.85    1.402228507
## 43      1.172840454    12.22255    258987.78    1.172842240
## 44      0.527697330    12.05877    213987.94    0.527698564
## 48      2.047370640    12.46678    319987.53    2.047370015
## 49      2.045937076    12.18260    319887.82    2.045940432
## 50      0.398666533    11.96462    204988.04    0.398670709
## 51     -0.024261932    12.11070    175487.89   -0.024260446
## 52      0.319819944    11.93837    199488.06    0.319819904
## 53     -0.246476880    11.83623    159988.16   -0.246473475
## 54      0.212291293    11.90699    191988.09    0.212296017
## 55      0.104768583    11.96690    184488.03    0.104770821
## 56      0.563539058    12.30129    216487.70    0.563536533
## 57      0.113196824    12.17176    185075.83    0.113197792
## 58      0.040253652    11.99886    179988.00    0.040255760
## 59      0.649556038    12.34409    222487.66    0.649555389
## 60      2.236151039    12.66593    333155.33    2.236151223
## 61      2.549150351    12.59517    354987.40    2.549148416
## 62      1.192914390    12.16434    260387.84    1.192914284
## 63      2.119051869    12.67905    324987.32    2.119049864
## 64      1.617272751    12.47819    289987.52    1.617272502
## 65      0.628052063    12.23225    220987.77    0.628052125
## 67      0.635219270    12.09301    221487.91    0.635222410
## 69      0.544901186    12.06562    215187.93    0.544902359
## 70      1.223019726    12.07646    262487.92    1.223022358
## 71      1.114062068    12.29388    254887.71    1.114061246
## 73      0.800090037    12.37205    232987.63    0.800089060
## 74      0.054589176    12.12953    180987.87    0.054590465
## 75      0.398665307    12.38689    204987.61    0.398664655
## 76     -0.490195698    11.70955    142988.29   -0.490193490
## 77      0.169283283    12.23567    188987.76    0.169281570
## 78     -1.113837479    11.70669     99488.29   -1.113834605
## 79     -0.748253577    11.61197    124988.39   -0.748250500
## 80      0.248132787    12.17804    194487.82    0.248133577
## 81     -0.361167172    11.80884    151988.19   -0.361165708
## 82     -0.088774082    12.07532    170987.92   -0.088774541
## 83     -1.572606670    11.76033     67488.24   -1.572605880
## 86     -0.554708003    11.69300    138488.31   -0.554707855
## 87     -0.791261818    11.69642    121988.30   -0.791261446
## 88     -0.633559947    11.77631    132988.22   -0.633560230
## 89     -0.719579506    11.77631    126988.22   -0.719579700
## 91      0.183617282    12.28018    189987.72    0.183617510
## 93      1.545589995    12.45251    284987.55    1.545589979
## 94      1.187180837    12.03195    259987.97    1.187181551
## 95      0.183618417    12.14152    189987.86    0.183619498
## 96     -0.318160103    11.86761    154988.13   -0.318156816
## 97     -0.375506476    11.86761    150988.13   -0.375503129
## 98     -0.397011366    11.86761    149488.13   -0.397007997
## 99     -0.361167821    11.88816    151988.11   -0.361166846
## 101     0.004413731    12.08046    177487.92    0.004413144
## 102    -0.002754280    12.04565    176987.95   -0.002754646
## 103    -0.318161112    11.99087    154988.01   -0.318158583
## 104    -0.431275263    11.79914    147098.20   -0.431271437
## 106     1.101157367    12.23738    253987.76    1.101159135
## 107    -0.318160409    11.63251    154988.37   -0.318153446
## 108     0.413003798    11.88245    205988.12    0.413008465
## 109    -0.669405710    12.02682    130487.97   -0.669405267
## 110     0.757083022    12.03424    229987.97    0.757084168
## 111     0.592212856    12.22654    218487.77    0.592210761
## 112     0.950624576    12.60658    243487.39    0.950619770
## 113     0.398669871    12.10157    204987.90    0.398668745
## 114     0.506193008    12.26192    212487.74    0.506190784
## 115     0.276806114    12.16092    196487.84    0.276806979
## 116     0.291146492    11.97090    197488.03    0.291146281
## 117    -0.088774461    12.12154    170987.88   -0.088775204
## 118    -0.500947357    11.88587    142238.11   -0.500948451
## 119    -0.490197590    11.94065    142988.06   -0.490196803
## 120    -0.691621784    11.88188    128938.12   -0.691624886
## 121    -0.260809313    11.87275    158988.13   -0.260810577
## 122     0.024487486    12.04451    178887.96    0.024484869
## 123    -0.586254851    12.19573    136287.80   -0.586255535
## 124     0.047427707    11.84022    180488.16    0.047426323
## 127    -0.502738711    11.79799    142113.20   -0.502739264
## 129    -0.067269155    12.07076    172487.93   -0.067269608
## 130    -0.870112885    11.67246    116488.33   -0.870112283
## 132    -0.705243020    11.78944    127988.21   -0.705243310
## 133    -0.346832554    12.05022    152987.95   -0.346832591
## 134    -0.647897605    11.90642    131988.09   -0.647898674
## 135     0.011584106    11.82653    177988.17    0.011585074
## 139    -0.604889394    12.09815    134987.90   -0.604891688
## 140     0.527697587    12.02739    213987.97    0.527699014
## 141    -0.590550648    11.83509    135988.16   -0.590551338
## 142    -0.167623750    12.15293    165487.85   -0.167626834
## 143    -0.461522108    11.93266    144988.07   -0.461523532
## 144    -0.418513998    11.86419    147988.14   -0.418512815
## 146    -0.138948528    11.90413    167488.10   -0.138950111
## 147    -0.984262465    11.87104    108526.13   -0.984262967
## 148    -0.253644979    12.08445    159487.92   -0.253645323
## 149    -0.991973934    11.94579    107988.05   -0.991977118
## 150    -0.604886873    11.79001    134988.21   -0.604887270
## 151    -0.784093858    11.73751    122488.26   -0.784093746
## 154    -1.034982070    11.74493    104988.26   -1.034983973
## 156    -0.462954703    11.80256    144888.20   -0.462955324
## 157    -0.690905834    11.71696    128988.28   -0.690905693
## 159    -0.475859726    11.78544    143988.21   -0.475858000
## 160    -0.217799898    11.91726    161988.08   -0.217801480
## 162    -0.647899629    11.88131    131988.12   -0.647898314
## 163    -0.332492452    11.89386    153988.11   -0.332493771
## 164    -0.160453983    11.97318    165988.03   -0.160455968
## 165    -0.607753425    11.69642    134788.30   -0.607753244
## 166    -0.246474515    11.81968    159988.18   -0.246473237
## 167    -0.418511679    11.85335    147988.15   -0.418512660
## 169    -0.318160858    12.23225    154987.77   -0.318162044
## 172    -0.970469401    11.71696    109488.28   -0.970468970
## 173    -0.891618568    11.76946    114988.23   -0.891618542
## 174    -0.490195449    11.95150    142988.05   -0.490196959
## 175    -1.000574912    12.09872    107387.90   -1.000581257
## 176    -1.393395788    11.60911     79988.39   -1.393396484
## 178    -0.676569194    11.71126    129988.29   -0.676569032
## 179    -0.834275466    11.89671    118988.10   -0.834274053
## 180    -0.690909089    12.11470    128987.89   -0.690911395
## 181    -1.106668479    11.89329     99988.11   -1.106668991
## 183    -1.022082358    11.59371    105888.41   -1.022078884
## 185    -0.547543246    12.12554    138987.87   -0.547545767
## 186     0.900443101    12.47705    239987.52    0.900443603
## 188    -0.394141986    11.88816    149688.11   -0.394140976
## 189    -0.741083675    11.96063    125488.04   -0.741087210
## 190    -0.784097783    12.48960    122487.51   -0.784104529
## 192    -0.698077287    12.10271    128487.90   -0.698079512
## 193     0.463180172    12.36292    209487.64    0.463179601
## 194    -1.293039720    11.61939     86988.38   -1.293040583
## 196    -0.705245871    11.86533    127988.13   -0.705244398
## 198    -0.534641439    11.99087    139888.01   -0.534640916
## 199    -0.764022945    11.77631    123888.22   -0.764023093
## 200    -0.556144660    12.05935    138387.94   -0.556146765
## 201    -0.970472247    11.79229    109488.21   -0.970470049
## 203    -0.397008235    12.30244    149487.70   -0.397014231
## 204    -0.247910248    12.07304    159887.93   -0.247910528
## 205    -0.791266028    11.93837    121988.06   -0.791264915
## 206    -0.963300544    11.64849    109988.35   -0.963299699
## 208    -0.533207400    12.21684    139987.78   -0.533210498
## 209     0.963525710    12.55409    244387.45    0.963523443
## 210    -0.060099185    12.13866    172987.86   -0.060102292
## 212    -1.106669166    11.97717     99988.02   -1.106670194
## 213    -1.178352153    11.70726     94988.29   -1.178349216
## 215    -0.893055272    12.14152    114887.86   -0.893057533
## 216    -1.192686988    11.76490     93988.24   -1.192686621
## 217    -0.590551636    12.22825    135987.77   -0.590556974
## 218    -0.583383041    12.19173    136487.81   -0.583388162
## 219    -0.655064832    11.77574    131488.22   -0.655065089
## 221    -0.748252095    11.70327    124988.30   -0.748251809
## 222    -0.332491583    11.78772    153988.21   -0.332492249
## 223    -0.563309949    11.69186    137888.31   -0.563309786
## 224    -0.275148804    11.95435    157988.05   -0.275148325
## 225    -0.572628604    11.67588    137238.32   -0.572628332
## 226    -0.242889338    11.96633    160238.03   -0.242891195
## 227    -0.203464019    12.00456    162988.00   -0.203466153
## 230     1.330546792    12.02910    269987.97    1.330547375
## 231    -1.321712864    11.61425     84988.39   -1.321713666
## 233     1.187180669    12.05250    259987.95    1.187181256
## 234     0.757082968    12.31328    229987.69    0.757080168
## 235    -0.762587488    12.10157    123987.90   -0.762594098
## 237    -0.468691514    11.79571    144488.20   -0.468689858
## 238    -0.690906805    11.83566    128988.16   -0.690907394
## 239    -0.719577879    11.84992    126988.15   -0.719580755
## 240    -0.705243529    11.85163    127988.15   -0.705244202
## 241     0.126276459    11.87446    185988.13    0.126277013
## 243    -0.905956422    11.92353    113988.08   -0.905957329
## 245     0.011581285    12.17119    177987.83    0.011580133
## 246     1.330547025    12.00057    269988.00    1.330547784
## 247     0.585044686    12.21113    217987.79    0.585042693
## 248     0.843100447    12.29502    235987.70    0.843099900
## 249    -0.432849666    11.75120    146988.25   -0.432847774
## 250     0.977146555    12.14951    245337.85    0.977148993
## 251     0.413006112    11.87218    205988.13    0.413008612
## 252     0.311216216    11.88245    198888.12    0.311218759
## 253     0.140610776    11.88017    186988.12    0.140613510
## 254     2.047368330    13.02143    319986.98    2.047362063
## 255    -0.554712805    12.00742    138487.99   -0.554712363
## 256    -0.318157182    11.78316    154988.22   -0.318155605
## 257    -0.260808174    11.73351    158988.27   -0.260808580
## 258     0.197954954    12.14836    190987.85    0.197955978
## 259     0.334154866    12.14266    200487.86    0.334153554
## 260    -0.389837797    11.76832    149988.23   -0.389838284
## 261    -0.221386766    11.97717    161738.02   -0.221386483
## 262    -0.702374912    11.69300    128188.31   -0.702374612
## 263    -0.719578740    11.68273    126988.32   -0.719578358
## 264     2.018698724    12.31157    317987.69    2.018699084
## 265     1.359217198    12.09644    271987.90    1.359219566
## 266     0.857437601    12.22654    236987.77    0.857437460
## 267     0.900446124    12.38004    239987.62    0.900444994
## 268     0.683965608    12.13067    224887.87    0.683966236
## 269    -0.479442903    11.66675    143738.33   -0.479440442
## 270    -0.490195348    11.66675    142988.33   -0.490192876
## 271     0.785753157    12.13467    231987.87    0.785755885
## 272     0.513360975    12.02967    212987.97    0.513362403
## 273     0.119104990    11.98973    185488.01    0.119107072
## 276    -1.106670436    12.13239     99987.87   -1.106672419
## 277    -0.475858150    11.86533    143988.13   -0.475859145
## 279    -0.745387865    11.80827    125188.19   -0.745385999
## 281    -1.250030851    11.73066     89988.27   -1.250032443
## 282    -0.533201943    11.82253    139988.18   -0.533204845
## 283    -0.920296128    12.03138    112987.97   -0.920295453
## 284    -1.393396614    11.71012     79988.29   -1.393397932
## 286    -1.049322345    11.92239    103988.08   -1.049323095
## 287    -0.705247977    12.12269    127987.88   -0.705248087
## 288    -1.701630858    11.67588     58488.32   -1.701633874
## 289    -0.719582546    12.14779    126987.85   -0.719585026
## 290    -0.733917470    11.67131    125988.33   -0.733914773
## 292    -1.106670445    12.13353     99987.87   -1.106672436
## 294     1.151336342    12.40001    257487.60    1.151334828
## 295     0.542035385    12.42512    214987.57    0.542029890
## 296     1.280364714    12.51814    266487.48    1.280362339
## 298     0.371929699    12.12554    203122.87    0.371930683
## 299     0.111936238    11.77289    184988.23    0.111941891
## 300    -0.210637842    11.86248    162488.14   -0.210632405
## 301     1.602940577    12.21056    288987.79    1.602939761
## 302    -0.741082699    11.84136    125488.16   -0.741085500
## 304    -0.963304133    11.81454    109988.19   -0.963302079
## 309     0.986465565    12.12212    245987.88    0.986468162
## 310     1.114059983    12.27619    254887.72    1.114061500
## 311     0.183622491    11.91612    189988.08    0.183622729
## 312     0.341321502    12.07304    200987.93    0.341322841
## 313    -0.104541860    11.77289    169888.23   -0.104540441
## 314    -0.103112936    12.35151    169987.65   -0.103115079
## 316     0.613717772    11.95092    219988.05    0.613719580
## 318    -0.045761513    12.00685    173987.99   -0.045763824
## 320     0.540598588    12.26363    214887.74    0.540598547
## 321     0.368557175    12.27162    202887.73    0.368559493
## 323    -0.117443638    11.90413    168988.10   -0.117445243
## 324    -0.052929744    11.99886    173488.00   -0.052931999
## 325    -0.547546279    12.22369    138987.78   -0.547547174
## 326    -0.153285495    11.94978    166488.05   -0.153287344
## 327    -1.343219323    11.80598     83488.19   -1.343221282
## 328    -0.827103511    11.72210    119488.28   -0.827103260
## 329    -1.321716756    11.81740     84988.18   -1.321716578
## 330    -1.450743772    11.80598     75988.19   -1.450745619
## 331    -1.457909911    11.54235     75488.46   -1.457910129
## 332    -1.275120505    11.80598     88238.19   -1.275122535
## 333    -1.314546137    11.80598     85488.19   -1.314548125
## 334    -0.676568951    11.68159    129988.32   -0.676568607
## 335    -0.276579468    11.86076    157888.14   -0.276580641
## 336    -0.391270555    11.65819    149888.34   -0.391270363
## 338    -0.590551260    11.90984    135988.09   -0.590552409
## 339    -0.232137388    12.02682    160987.97   -0.232139629
## 340     1.545591966    12.21170    284987.79    1.545593431
## 341     0.771420421    12.20828    230987.79    0.771418252
## 342    -0.755422481    11.68615    124488.31   -0.755419853
## 343    -0.289485780    12.00114    156988.00   -0.289485574
## 344     2.405783349    12.72585    344987.27    2.405780759
## 345     0.176452686    12.10043    189487.90    0.176451798
## 346     1.330540826    12.48561    269987.51    1.330540830
## 347     0.169282066    12.11184    188987.89    0.169283345
## 349    -0.124617375    12.02397    168487.98   -0.124615251
## 351     1.445236486    12.12953    277987.87    1.445238561
## 352     0.900446790    12.02625    239987.97    0.900450066
## 353     0.893277298    12.17233    239487.83    0.893279683
## 354     0.004412394    11.97147    177488.03    0.004414707
## 355     0.111935273    12.16320    184987.84    0.111936295
## 356     0.197957445    12.11641    190987.88    0.197956436
## 357     0.011582037    12.07932    177987.92    0.011581450
## 358     0.111938661    12.02168    184987.98    0.111938324
## 359     0.059122437    12.04793    181303.95    0.059121994
## 360    -0.160455302    11.86191    165988.14   -0.160454373
## 361     0.011581934    12.09187    177987.91    0.011581270
## 362    -0.045763915    12.02796    173987.97   -0.045764127
## 363    -0.060099042    11.84878    172988.15   -0.060098137
## 364     0.685397763    12.31442    224987.69    0.685397260
## 365     0.047421893    12.00571    180487.99    0.047423951
## 369     1.187180640    12.05592    259987.94    1.187181207
## 370     0.111938724    12.28646    184987.71    0.111934528
## 371     1.187176797    12.52555    259987.47    1.187174474
## 372     0.054591747    12.08788    180987.91    0.054591062
## 374     0.542035840    12.09701    214987.90    0.542034594
## 376     0.326986620    12.13638    199987.86    0.326985355
## 377     1.029472778    12.70816    248987.29    1.029469495
## 378     0.147777905    12.02282    187487.98    0.147779754
## 379     0.097600961    12.15692    183987.84    0.097599807
## 380     1.445232446    12.62313    277987.38    1.445231485
## 382    -0.361170677    11.96462    151988.04   -0.361167942
## 383     0.291146447    12.24880    197487.75    0.291142297
## 384     0.913350057    12.25793    240887.74    0.913349665
## 386     0.613713077    12.25222    219987.75    0.613715260
## 387     0.828762269    12.21627    234987.78    0.828764450
## 388     0.513364795    12.10785    212987.89    0.513361282
## 389    -0.133215429    11.81968    167888.18   -0.133214269
## 390    -0.275150291    11.86362    157988.14   -0.275147024
## 391    -0.174792642    11.95321    164988.05   -0.174792260
## 393    -0.590553679    12.20543    135987.79   -0.590556647
## 394    -0.411342575    11.75463    148488.25   -0.411342955
## 395    -0.303820468    11.76832    155988.23   -0.303818814
## 396    -0.705243567    11.85620    127988.14   -0.705244267
## 397    -0.490194062    11.78202    142988.22   -0.490194529
## 399    -0.812764310    11.67588    120488.32   -0.812766019
## 400    -0.755417937    11.67588    124488.32   -0.755419706
## 402    -0.676566675    11.67588    129988.32   -0.676568525
## 403    -0.948966979    11.74607    110988.25   -0.948964519
## 406    -1.149679284    11.74607     96988.25   -1.149676616
## 407    -0.848610827    11.74607    117988.25   -0.848608471
## 408    -0.827105178    11.92582    119488.07   -0.827106181
## 409    -0.479443417    11.72952    143738.27   -0.479441342
## 410    -0.447188837    12.06619    145987.93   -0.447188868
## 411    -0.411346925    12.01369    148487.99   -0.411346670
## 412    -0.776930408    11.78487    122988.22   -0.776926136
## 413    -0.432851189    11.93723    146988.06   -0.432850441
## 414    -0.563314813    12.01369    137887.99   -0.563314400
## 415    -0.432852244    12.06619    146987.93   -0.432852290
## 416    -0.411346855    12.00514    148487.99   -0.411346547
## 417    -0.561881153    12.01369    137987.99   -0.561880742
## 418    -0.698078123    11.65990    128488.34   -0.698073164
## 419    -1.106666831    11.69186     99988.31   -1.106666104
## 420    -0.407042148    11.82196    148788.18   -0.407042947
## 426     1.134132689    12.09587    256287.90    1.134135294
## 429     2.262417616    12.42912    334987.57    2.262419230
## 436     1.703294589    12.19972    295987.80    1.703295965
## 438     1.122662868    12.16263    255487.84    1.122665075
## 440     1.400792795    12.16035    274887.84    1.400794727
## 441     1.760639904    12.05649    299987.94    1.760644331
## 442     2.104716847    12.21456    323987.79    2.104719945
## 443     2.477466327    12.45194    349987.55    2.477467577
## 444     1.473908846    12.23054    279987.77    1.473910270
## 445     1.531256185    12.11241    283987.89    1.531258276
## 446     1.323377202    12.18717    269487.81    1.323376819
## 450     1.617272144    12.55237    289987.45    1.617271439
## 451     1.128398024    12.09929    255887.90    1.128400614
## 452     0.513363794    11.95777    212988.04    0.513363433
## 453     0.269641952    11.92810    195988.07    0.269642027
## 454     0.104771130    11.92810    184488.07    0.104771377
## 455     0.506193267    11.95777    212488.04    0.506195144
## 456     0.757083854    11.93266    229988.07    0.757085625
## 460     1.022305705    12.01369    248487.99    1.022311162
## 461     1.567097280    12.15978    286487.84    1.567099043
## 462     1.101159814    11.93837    253988.06    1.101163422
## 463    -0.060102383    11.98459    172988.02   -0.060100084
## 464    -0.060103415    12.11070    172987.89   -0.060101892
## 465     0.097599904    12.01369    183987.99    0.097601861
## 466    -0.134650835    12.03310    167787.97   -0.134650986
## 467    -0.045763929    12.02967    173987.97   -0.045764152
## 468    -0.045764284    12.07304    173987.93   -0.045764773
## 469    -0.045766490    12.07019    173987.93   -0.045764732
## 470    -0.018527029    12.07818    175887.92   -0.018525348
## 471     0.219460484    12.07019    192487.93    0.219461966
## 472     0.054589900    12.04109    180987.96    0.054591733
## 473     0.040254633    11.87902    179988.12    0.040257478
## 474    -0.243609562    11.83623    160188.16   -0.243606159
## 475     0.162114685    12.00000    188488.00    0.162116659
## 476     0.326983837    12.47648    199987.52    0.326980479
## 477    -0.103112018    11.96690    169988.03   -0.103109565
## 478     0.176450354    12.11299    189487.89    0.176451618
## 479     0.099031506    11.99258    184088.01    0.099035821
## 480     0.262470081    12.09244    195487.91    0.262471382
## 481     0.212292495    12.03253    191987.97    0.212294217
## 482     0.011580877    11.94864    177988.05    0.011583323
## 483     0.434510507    11.93266    207488.07    0.434512613
## 484     0.843099014    12.47020    235987.53    0.843097388
## 485     1.151334714    12.32640    257487.67    1.151335883
## 486     0.957794932    12.35493    243987.65    0.957791667
## 487    -0.146121797    11.96690    166988.03   -0.146119300
## 488     0.025917561    12.20999    178987.79    0.025916155
## 489     0.183621422    12.04679    189987.95    0.183620856
## 490    -0.303824584    11.99886    155988.00   -0.303822119
## 491     0.972128091    12.50216    244987.50    0.972126135
## 492     0.054591331    12.13866    180987.86    0.054590334
## 493     0.527694879    12.35836    213987.64    0.527694269
## 494    -0.131785466    11.99886    167988.00   -0.131783180
## 495     2.291092187    12.53240    336987.47    2.291090906
## 497     2.147724751    12.71615    326987.28    2.147722488
## 498     2.334101570    12.58091    339987.42    2.334099945
## 499     2.276754440    12.67335    335987.33    2.276752307
## 500     1.258859805    12.52042    264987.48    1.258857439
## 501     1.975688547    12.36007    314987.64    1.975688654
## 502     1.187175429    12.69275    259987.31    1.187172077
## 503     1.187178161    12.35893    259987.64    1.187176863
## 504     1.238070038    12.45651    263537.54    1.238070317
## 506     1.015140028    12.23852    247987.76    1.015139649
## 508     1.402226533    12.15065    274987.85    1.402228524
## 509     1.151336330    12.12896    257487.87    1.151338714
## 511     1.409394802    12.15407    275487.85    1.409396764
## 512     0.972129971    12.00000    244988.00    0.972133334
## 513     1.086822429    12.30757    252987.69    1.086821551
## 516     0.470348471    12.09016    209987.91    0.470351800
## 520     0.754216124    11.98288    229788.02    0.754217589
## 521     1.043810249    12.05592    249987.94    1.043815424
## 523     0.878942040    12.00913    238487.99    0.878945444
## 524     1.904001383    12.32811    309987.67    1.904006220
## 525     1.330543105    12.20714    269987.79    1.330544822
## 526     1.072483690    12.29730    251987.70    1.072485120
## 527     0.914785277    12.06733    240987.93    0.914786055
## 529     1.631614413    12.13125    290987.87    1.631614055
## 530     1.230187786    12.37776    262987.62    1.230186328
## 531     0.111937594    11.87960    184988.12    0.111940361
## 532     0.821597407    12.06905    234487.93    0.821598272
## 533     0.456013813    12.12611    208987.87    0.456014707
## 534    -0.260813814    11.87788    158988.12   -0.260810650
## 535    -0.361169607    11.83394    151988.17   -0.361166068
## 536    -0.483028499    11.84365    143488.16   -0.483027123
## 537     0.226627580    12.21684    192987.78    0.226628153
## 538     0.369992683    12.04565    202987.95    0.369996390
## 539     0.110504033    11.86761    184888.13    0.110506875
## 540    -0.260813329    11.81854    158988.18   -0.260809799
## 541    -0.504530954    11.81854    141988.18   -0.504531631
## 542    -0.346828429    11.81854    152988.18   -0.346829269
## 544     0.613714148    12.39374    219987.61    0.613713231
## 546     0.169282972    12.00114    188988.00    0.169284932
## 547    -0.081606561    12.17005    171487.83   -0.081607610
## 548    -0.819938715    11.87731    119988.12   -0.819937196
## 549    -0.461524422    11.94294    144988.06   -0.461523679
## 550     0.097599511    12.06163    183987.94    0.097601173
## 551    -0.217802655    11.98174    161988.02   -0.217802404
## 552    -0.246478093    12.25678    159987.74   -0.246479504
## 553    -1.364723041    11.66275     81988.34   -1.364724096
## 554    -1.450746793    11.63023     75988.37   -1.450743100
## 555    -0.963301310    11.74207    109988.26   -0.963301040
## 556    -0.604886480    11.74207    134988.26   -0.604886583
## 557    -0.518866379    11.67588    140988.32   -0.518866164
## 558    -0.791261650    11.67588    121988.32   -0.791261152
## 559    -0.761155533    11.76490    124088.24   -0.761155613
## 560    -0.690905722    11.70327    128988.30   -0.690905496
## 561    -0.656498982    11.83566    131388.16   -0.656499606
## 562    -1.645966326    11.67588     62371.32   -1.645964941
## 563    -0.776925281    11.70327    122988.30   -0.776924966
## 565     0.828764760    12.18431    234987.82    0.828764908
## 570     0.255305592    11.89957    194988.10    0.255305858
## 571    -0.067268758    12.02225    172487.98   -0.067268913
## 572     0.040255499    12.04565    179987.95    0.040255089
## 573    -0.303824687    12.01141    155987.99   -0.303822299
## 576     0.491855061    11.88245    211488.12    0.491859646
## 577     0.923386345    12.17575    241587.82    0.923386448
## 580    -0.332496129    12.07076    153987.93   -0.332496307
## 581     0.111938792    12.00571    184987.99    0.111938553
## 582     0.122691017    12.03253    185737.97    0.122690603
## 583     0.326982434    12.37548    199987.62    0.326981927
## 584     0.413002101    12.36235    205987.64    0.413001585
## 585    -0.217802632    11.97889    161988.02   -0.217802363
## 586     1.142734248    12.68933    256887.31    1.142728733
## 587     0.296879527    12.16662    197887.83    0.296878107
## 588    -0.203463534    11.94522    162988.05   -0.203465302
## 590     0.757079305    12.48846    229987.51    0.757077656
## 591    -0.133216447    11.94408    167888.06   -0.133216052
## 593     0.714070205    12.13296    226987.87    0.714073018
## 594    -0.676568905    11.67588    129988.32   -0.676568525
## 595    -0.490196481    12.07761    142987.92   -0.490198766
## 596    -0.855776604    11.71069    117488.29   -0.855776253
## 598    -0.067268053    11.93609    172488.06   -0.067267677
## 599    -0.224970681    11.94864    161488.05   -0.224970219
## 600    -0.511695993    11.69300    141488.31   -0.511698120
## 601    -0.848608023    11.67588    117988.32   -0.848607465
## 602    -0.712412617    11.67588    127488.32   -0.712409971
## 603    -0.533203069    11.96005    139988.04   -0.533206816
## 606    -0.146120231    12.04793    166987.95   -0.146120462
## 607    -0.346829358    11.93209    152988.07   -0.346830897
## 609    -0.332492022    11.84136    153988.16   -0.332493018
## 610     0.004413313    12.40401    177487.60    0.004408506
## 611    -0.275149238    12.00742    157987.99   -0.275149086
## 612    -0.755420994    11.77688    124488.22   -0.755421154
## 613    -0.038596062    12.08217    174487.92   -0.038596615
## 614    -0.791262098    11.73066    121988.27   -0.791261937
## 615    -1.357554123    11.58686     82488.41   -1.357554719
## 616    -0.963302351    11.86932    109988.13   -0.963302865
## 617    -0.397010560    12.04166    149487.96   -0.397010492
## 618    -0.031428303    12.14779    174987.85   -0.031429267
## 619    -0.146120829    12.12097    166987.88   -0.146121509
## 620    -0.692340026    11.78202    128888.22   -0.692340283
## 622    -0.432847983    11.81797    146988.18   -0.432848731
## 624     0.147780224    12.01198    187487.99    0.147779909
## 625    -0.260812407    11.97832    158988.02   -0.260812090
## 626     1.129836325    12.07704    255987.92    1.129834591
## 627     0.398665886    12.31613    204987.68    0.398665669
## 628     0.233796565    12.40515    193487.59    0.233793742
## 630    -1.036419245    12.17461    104887.83   -1.036423791
## 631    -0.389838348    11.83566    149988.16   -0.389839250
## 632    -0.296654282    12.02625    156487.97   -0.296654223
## 633    -0.017092249    11.94122    175988.06   -0.017089727
## 634    -0.397008146    11.74664    149488.25   -0.397006263
## 636    -0.318157944    11.87617    154988.12   -0.318156939
## 638    -0.346829680    11.97147    152988.03   -0.346831462
## 639    -0.475855939    11.86761    143988.13   -0.475859178
## 640    -0.017090267    11.97147    175988.03   -0.017090161
## 641    -0.346829283    11.92296    152988.08   -0.346830766
## 642    -0.604890618    12.24765    134987.75   -0.604893831
## 643    -0.662235466    11.78886    130988.21   -0.662233567
## 645    -0.733916435    11.81740    125988.18   -0.733916867
## 646    -0.891616231    11.75634    114988.24   -0.891618353
## 648    -0.920290657    11.63536    112988.36   -0.920289776
## 649    -0.454352490    11.77117    145488.23   -0.454352928
## 650    -1.065092196    11.87332    102888.13   -1.065092628
## 652    -0.354003113    12.05421    152487.95   -0.354000937
## 653    -0.678004133    11.86761    129888.13   -0.678004932
## 654    -0.647898452    11.73751    131988.26   -0.647896252
## 655    -1.108095564    11.63479     99888.37   -1.108098943
## 657    -0.404175913    11.95435    148988.05   -0.404177530
## 658    -0.905952983    11.77574    113988.22   -0.905955210
## 659    -0.970468729    11.63479    109488.37   -0.970467792
## 660    -0.748252870    11.79799    124988.20   -0.748253167
## 662    -0.296657502    12.14722    156487.85   -0.296655957
## 664    -1.034983886    11.96690    104988.03   -1.034987155
## 665    -1.020647057    11.66561    105988.33   -1.020646257
## 668    -0.332495307    11.97033    153988.03   -0.332494867
## 670     0.326984353    12.68590    199987.31    0.326977476
## 671    -0.483027532    11.72552    143488.27   -0.483025430
## 672    -0.604889294    11.81340    134988.19   -0.604887605
## 673    -0.346829325    11.92810    152988.07   -0.346830840
## 674    -0.282317689    12.02625    157487.97   -0.282317645
## 675    -0.913126220    11.83452    113488.17   -0.913124342
## 676    -0.633559928    11.77403    132988.23   -0.633560197
## 677    -1.208452874    11.77631     92888.22   -1.208457020
## 679    -1.250031224    11.77631     89988.22   -1.250033097
## 681    -0.705242917    11.77688    127988.22   -0.705243130
## 683    -0.835704472    11.60056    118888.40   -0.835703465
## 684    -0.561877649    11.85791    137988.14   -0.561878508
## 685    -0.640728748    11.83794    132488.16   -0.640729403
## 686    -0.626391387    12.01655    133487.98   -0.626395385
## 688    -0.465110784    12.21342    144737.79   -0.465111702
## 689    -0.461520366    11.71982    144988.28   -0.461520480
## 690    -0.719581759    11.77916    126988.22   -0.719579741
## 691    -0.970469205    11.69300    109488.31   -0.970468626
## 692    -0.891621713    11.88131    114988.12   -0.891620145
## 693    -0.963302477    11.88473    109988.12   -0.963303086
## 694    -0.692343787    11.96919    128888.03   -0.692342966
## 697    -0.676570969    11.92810    129988.07   -0.676572141
## 698    -0.690908300    12.01826    128987.98   -0.690910012
## 699    -0.389840282    12.07190    149987.93   -0.389842636
## 701    -1.184802812    12.15350     94537.85   -1.184807074
## 702    -0.755425285    12.30129    124487.70   -0.755428672
## 703    -0.604892850    11.97546    134988.02   -0.604889929
## 704    -1.063659643    12.00856    102987.99   -1.063660909
## 706    -0.683739368    11.94065    129488.06   -0.683740610
## 707    -1.207025295    11.97432     92988.03   -1.207026201
## 708    -1.393396320    11.67417     79988.33   -1.393397416
## 711    -1.231395164    11.68843     91288.31   -1.231394286
## 712    -1.113834661    11.63479     99488.37   -1.113833575
## 714    -1.285874902    12.04451     87487.96   -1.285878388
## 715    -0.963302730    11.91555    109988.08   -0.963303527
## 718    -0.246478676    12.32811    159987.67   -0.246480527
## 719    -0.834275639    11.91783    118988.08   -0.834274355
## 722    -0.490200538    12.02853    142987.97   -0.490198063
## 724    -0.749689663    12.18089    124887.82   -0.749692315
## 725    -0.834274500    11.77859    118988.22   -0.834272359
## 726    -0.440020415    12.05079    146487.95   -0.440020358
## 730    -0.404178516    12.00000    148988.00   -0.404178184
## 731     0.398667931    12.06619    204987.93    0.398669252
## 732    -0.576216441    12.12668    136987.87   -0.576218940
## 733    -0.805600884    11.72609    120988.27   -0.805598450
## 734    -0.705242009    11.93837    127988.06   -0.705245445
## 735    -0.606323285    11.85392    134888.15   -0.606321844
## 736    -0.862946876    11.95207    116988.05   -0.862948003
## 737    -0.640732210    11.98859    132488.01   -0.640731563
## 738    -1.207024151    11.83452     92988.17   -1.207024197
## 739    -0.834273846    11.69870    118988.30   -0.834271214
## 741    -0.511701235    12.06106    141487.94   -0.511703397
## 742    -0.633560206    12.08046    132987.92   -0.633564591
## 744    -1.034983786    11.68216    104988.32   -1.034983073
## 746    -0.389840394    12.08559    149987.91   -0.389842833
## 747    -0.726747952    11.79457    126488.21   -0.726748251
## 748     0.534865059    12.40058    214487.60    0.534861952
## 750    -0.318160526    12.19173    154987.81   -0.318161463
## 755    -0.404180842    12.28418    148987.72   -0.404182258
## 756    -1.063654616    11.66675    102988.33   -1.063656009
## 757    -0.776929916    11.99715    122988.00   -0.776929179
## 759    -0.604891914    12.13353    134987.87   -0.604892195
## 761    -0.877285956    11.98345    115988.02   -0.877285031
## 762    -1.267950397    11.58458     88738.42   -1.267951072
## 765    -0.247906113    11.84022    159888.16   -0.247907190
## 767    -1.055059553    11.96405    103588.04   -1.055058324
## 768    -1.637121806    11.81740     62988.18   -1.637121301
## 770    -0.547540766    11.82253    138988.18   -0.547541423
## 771    -0.067269748    12.14323    172487.86   -0.067270647
## 773    -0.676569068    11.69585    129988.30   -0.676568811
## 774    -0.391273724    11.77289    149888.23   -0.391272008
## 775    -0.606319570    11.67246    134888.33   -0.606319242
## 776    -0.576212734    11.67360    136988.33   -0.576212444
## 777    -0.547540631    11.80598    138988.19   -0.547541186
## 778    -0.174791183    12.04736    164987.95   -0.174793610
## 779    -0.418513736    11.83223    147988.17   -0.418512357
## 780    -0.174793780    12.36463    164987.64   -0.174798159
## 784    -0.604885413    11.88416    134988.12   -0.604888620
## 785    -1.357554837    11.67417     82488.33   -1.357555970
## 786     0.183622003    12.24823    189987.75    0.183617968
## 789    -0.712416470    12.14665    127487.85   -0.712416720
## 790    -0.798430923    11.79514    121488.20   -0.798431151
## 792    -0.326761880    12.11812    154387.88   -0.326762355
## 793    -0.920287862    11.56632    112988.43   -0.920288786
## 794    -0.748252921    11.80427    124988.20   -0.748253257
## 795    -1.336049873    11.66504     83988.33   -1.336050972
## 796    -0.540372133    11.78145    139488.22   -0.540372545
## 798    -1.034987804    11.90071    104988.10   -1.034986206
## 799    -0.991974742    12.04451    107987.96   -0.991978533
## 800    -0.217803302    11.78829    161988.21   -0.217799631
## 803     1.357782989    12.43596    271887.56    1.357781040
## 804     0.513359617    12.19573    212987.80    0.513360022
## 805     0.899013488    12.25507    239887.74    0.899013128
## 806     0.893275962    12.33553    239487.66    0.893277343
## 816     1.323372406    12.77321    269487.23    1.323368417
## 817     1.323372406    12.77321    269487.23    1.323368417
## 818     1.323372406    12.77321    269487.23    1.323368417
## 820     1.717631481    12.16320    296987.84    1.717633066
## 821     1.696026646    12.11299    295480.89    1.696028563
## 823     0.899013177    12.02054    239887.98    0.899016490
## 824     0.499020826    12.19173    211987.81    0.499023501
## 825     1.366384387    12.23168    272487.77    1.366385916
## 826     0.886106463    12.20999    238987.79    0.886110853
## 828     0.326986170    11.91897    199988.08    0.326988472
## 829     0.639521840    11.89843    221788.10    0.639526173
## 830     0.248135178    11.88587    194488.11    0.248137765
## 831     0.857436917    12.03766    236987.96    0.857440168
## 832    -0.060100233    11.99429    172988.01   -0.060100223
## 833     1.402229006    12.12097    274987.88    1.402228949
## 834     0.807259852    12.18660    233487.81    0.807260008
## 836    -0.361164676    11.77631    151988.22   -0.361165242
## 837    -0.490193781    11.74778    142988.25   -0.490194038
## 838     0.778588871    12.18945    231487.81    0.778586811
## 839     0.499023556    12.13067    211987.87    0.499024376
## 840     0.427341514    12.01769    206987.98    0.427343104
## 841    -0.461521095    11.80884    144988.19   -0.461521757
## 842    -0.561876747    11.74778    137988.25   -0.561876929
## 843     0.296877041    12.19801    197887.80    0.296877657
## 844     0.384331557    12.03937    203987.96    0.384333059
## 845     0.212292766    11.99943    191988.00    0.212294692
## 846     0.326986149    12.19402    199987.81    0.326984528
## 847     0.255301476    12.13010    194987.87    0.255302553
## 848     0.714072864    12.08046    226987.92    0.714073771
## 849     0.757081397    12.23282    229987.77    0.757081321
## 850     0.142043464    11.99886    187088.00    0.142045466
## 851     0.369995230    12.00685    202987.99    0.369996947
## 852     0.341321820    12.03424    200987.97    0.341323397
## 853    -0.762589286    11.77631    123988.22   -0.762589435
## 854    -0.533203173    11.70042    139988.30   -0.533203094
## 855    -0.606319831    11.70441    134888.30   -0.606319700
## 856    -0.382669566    11.77631    150488.22   -0.382670110
## 857    -0.583381049    11.67588    136488.32   -0.583380766
## 858    -0.483026783    11.90642    143488.09   -0.483028023
## 859    -0.626390828    11.67588    133488.32   -0.626390501
## 860    -0.776925197    11.69300    122988.31   -0.776924819
## 861    -0.620655743    11.62110    133888.38   -0.620655084
## 862    -0.633558677    11.62110    132988.38   -0.633558005
## 863     1.043814330    12.10214    249987.90    1.043814761
## 864     1.111908242    12.42912    254737.57    1.111908820
## 865     0.850267266    12.20315    236487.80    0.850269506
## 866     1.208681704    12.25108    261487.75    1.208683276
## 867     1.947012711    12.41143    312987.59    1.947014761
## 868     0.305479249    12.16720    198487.83    0.305480045
## 869     0.484685986    12.24994    210987.75    0.484686088
## 870     0.613714763    12.04622    219987.95    0.613718213
## 871     0.369994950    12.04109    202987.96    0.369996456
## 872     1.466740586    12.22597    279487.77    1.466742046
## 873     0.470351509    11.99144    209988.01    0.470353216
## 874     0.606546263    12.34352    219487.66    0.606545662
## 875     0.197954842    12.16206    190987.84    0.197955782
## 876     0.011581484    11.87446    177988.13    0.011584387
## 877     0.513360294    12.11299    212987.89    0.513361208
## 878    -0.475858755    11.66675    143988.33   -0.475856298
## 879    -0.533205128    11.66675    139988.33   -0.533202611
## 880     1.663152968    12.09701    293187.90    1.663155018
## 881     0.183618193    12.16891    189987.83    0.183619105
## 882     0.183619257    12.03880    189987.96    0.183620970
## 883    -0.052932188    12.02511    173487.97   -0.052932375
## 884    -0.103109891    11.97946    169988.02   -0.103109745
## 885    -0.991972949    11.82539    107988.17   -0.991975391
## 886    -0.146117861    12.03081    166987.97   -0.146120216
## 887    -1.106664246    11.64849     99988.35   -1.106665482
## 888     0.305478329    12.27961    198487.72    0.305478434
## 889    -0.253644260    11.99658    159488.00   -0.253644063
## 892     2.047370988    12.15179    319987.85    2.047374531
## 893    -0.454354911    11.79457    145488.21   -0.454353263
## 894    -0.848607248    11.58115    117988.42   -0.848606107
## 895    -1.321713424    11.68273     84988.32   -1.321714647
## 898    -1.108100359    11.67588     99888.32   -1.108099532
## 900    -0.821372297    12.14038    119887.86   -0.821374625
## 903    -0.963304548    11.86533    109988.13   -0.963302807
## 904    -0.791263677    11.92353    121988.08   -0.791264702
## 909    -0.540376418    12.03253    139487.97   -0.540376144
## 911    -1.034987729    11.89158    104988.11   -1.034986075
## 913    -0.425682472    11.88587    147488.11   -0.425681415
## 914    -0.569766989    12.10043    137437.90   -0.569767103
## 915    -0.318159800    11.83052    154988.17   -0.318156284
## 916    -0.002756153    12.27447    176987.73   -0.002757926
## 917    -0.461527329    12.02568    144987.97   -0.461524865
## 918    -0.576218911    11.88359    136988.12   -0.576215455
## 919     0.814426649    12.36977    233987.63    0.814425671
## 921     0.004414100    12.03538    177487.96    0.004413791
## 923    -0.318155985    11.90927    154988.09   -0.318157413
## 925    -0.319589971    11.94921    154888.05   -0.319591644
## 927    -0.464388483    11.81740    144788.18   -0.464389195
## 928    -0.038598236    12.07532    174487.92   -0.038596517
## 929     0.226630982    12.07361    192987.93    0.226630206
## 931    -0.267979573    11.84022    158488.16   -0.267978399
## 932     0.671063759    12.27048    223987.73    0.671061312
## 933    -0.891620817    11.77175    114988.23   -0.891618574
## 934    -0.576216686    11.88416    136988.12   -0.576215463
## 935    -0.805602177    11.88416    120988.12   -0.805600716
## 936    -0.762592398    11.88416    123988.12   -0.762590981
## 937     0.441677914    12.31385    207987.69    0.441675437
## 939     0.642391628    12.14152    221987.86    0.642390004
## 940    -0.432849062    11.94978    146988.05   -0.432850621
## 941    -0.776929689    12.24195    122987.76   -0.776932689
## 942    -1.422073282    11.86305     77988.14   -1.422073281
## 947     1.058146634    12.35379    250987.65    1.058147732
## 949     0.900447936    12.15864    239987.84    0.900448168
## 950     0.542034164    12.30186    214987.70    0.542031657
## 951    -0.297368534    11.71126    156438.29   -0.297366536
## 952    -0.060099602    11.91726    172988.08   -0.060099118
## 953    -0.733919340    12.17233    125987.83   -0.733921956
## 954    -0.060101505    11.87731    172988.12   -0.060098546
## 958     1.982856683    12.10728    315487.89    1.982860567
## 961     1.997193178    12.11926    316487.88    1.997196973
## 962     0.341319712    12.01940    200987.98    0.341323610
## 963    -0.031427000    11.98859    174988.01   -0.031426984
## 964     0.384330350    12.45936    203987.54    0.384327037
## 966     0.613715776    11.92239    219988.08    0.613719989
## 968     1.975687368    12.23168    314987.77    1.975690494
## 970    -0.540371942    11.75805    139488.24   -0.540372209
## 972    -0.217801740    11.86989    161988.13   -0.217800801
## 973    -0.174792054    11.88131    164988.12   -0.174791229
## 974    -1.235694388    11.74664     90988.25   -1.235696094
## 975    -0.676568951    11.68159    129988.32   -0.676568607
## 976    -1.307375682    11.54235     85988.46   -1.307376057
## 977    -0.246473631    11.98402    159988.02   -0.246475594
## 978    -1.393395242    11.54235     79988.46   -1.393395526
## 979    -1.149676492    11.94978     96988.05   -1.149679536
## 980    -1.278704654    11.80598     87988.19   -1.278706680
## 981    -0.649329060    11.63708    131888.36   -0.649328470
## 982    -0.658651453    11.80541    131238.19   -0.658649659
## 983    -0.167620995    11.81626    165488.18   -0.167622008
## 984    -0.934627437    11.65819    111988.34   -0.934626681
## 985    -0.404173723    11.68672    148988.31   -0.404173693
## 986    -0.490195519    11.96005    142988.04   -0.490197081
## 987    -0.676570880    11.91726    129988.08   -0.676571986
## 988     0.269640733    12.07704    195987.92    0.269639892
## 989    -0.060098984    12.11413    172987.89   -0.060101941
## 991     0.864606782    12.39088    237487.61    0.864603393
## 992     0.425907054    12.38803    206887.61    0.425904137
## 993     0.147779518    12.09815    187487.90    0.147778674
## 994    -0.174793203    12.02168    164987.98   -0.174793242
## 995     0.262472264    12.09815    195487.90    0.262471300
## 996     0.212294029    12.11755    191987.88    0.212292998
## 997    -0.060101232    12.11641    172987.88   -0.060101973
## 998     0.010151481    11.97261    177888.03    0.010149322
## 999    -0.031429388    12.00799    174987.99   -0.031427262
## 1000    1.559929540    12.09187    285987.91    1.559931728
## 1002    0.040251857    11.94579    179988.05    0.040256521
## 1003    0.040252123    11.91326    179988.09    0.040256987
## 1004    0.054591663    12.09815    180987.90    0.054590915
## 1005    0.083264714    12.11470    182987.89    0.083263834
## 1006    0.154947563    12.12896    187987.87    0.154946521
## 1007    0.248132082    12.26420    194487.74    0.248132341
## 1008    0.111937545    12.15807    184987.84    0.111936369
## 1009    0.169281705    11.88359    188988.12    0.169286617
## 1010    0.162112899    11.94579    188488.05    0.162117437
## 1011    2.549150234    12.60944    354987.39    2.549148211
## 1012    2.119050190    12.61172    324987.39    2.119050829
## 1016   -0.633564269    12.03195    132987.97   -0.633563895
## 1017    0.542031318    12.37719    214987.62    0.542030577
## 1018    0.706904031    12.14608    226487.85    0.706904541
## 1019   -0.024258750    11.99429    175488.01   -0.024258777
## 1020    0.067493973    11.90185    181888.10    0.067496650
## 1021    0.828763317    12.36064    234987.64    0.828762380
## 1022    0.613715736    12.19972    219987.80    0.613716013
## 1023    1.359215721    12.82171    271987.18    1.359209168
## 1024   -0.232138366    11.87389    160988.13   -0.232137436
## 1027   -0.434282553    11.92924    146888.07   -0.434283984
## 1030   -0.247909706    12.00685    159887.99   -0.247909579
## 1031    0.398665988    12.30358    204987.70    0.398665849
## 1032   -0.289482355    11.85506    156988.14   -0.289483480
## 1033    1.846657915    12.51814    305987.48    1.846657183
## 1034   -0.633563459    12.20543    132987.79   -0.633566382
## 1035   -0.375503564    11.78430    150988.22   -0.375501935
## 1036   -0.936059348    11.71696    111888.28   -0.936061182
## 1037   -0.776925057    11.67588    122988.32   -0.776924573
## 1038   -0.945377797    11.67588    111238.32   -0.945379369
## 1040   -1.057925087    11.74607    103388.25   -1.057922515
## 1041   -1.106669504    11.74607     99988.25   -1.106666881
## 1042   -1.099501208    11.74607    100488.25   -1.099498592
## 1043   -1.020649945    11.74607    105988.25   -1.020647411
## 1045   -1.257203733    11.74607     89488.25   -1.257200953
## 1046   -0.938213776    11.92582    111738.07   -0.938214663
## 1048   -0.490198187    12.01369    142987.99   -0.490197850
## 1049   -0.411347282    11.78487    148488.22   -0.411343389
## 1050   -0.963300899    11.69186    109988.31   -0.963300320
## 1062    1.043809873    12.37434    249987.63    1.043810859
## 1063    1.990023884    12.51357    315987.49    1.990023031
## 1066    1.531256467    12.35037    283987.65    1.531254865
## 1067    1.531256437    12.08160    283987.92    1.531258718
## 1072    0.212293065    11.96291    191988.04    0.212295215
## 1073    1.387890772    12.04907    273987.95    1.387893401
## 1074    1.273195021    12.14380    265987.86    1.273199417
## 1076    0.818012014    11.94864    234238.05    0.818015853
## 1077    0.606547265    11.94864    219488.05    0.606551323
## 1078   -0.318162093    12.11070    154987.89   -0.318160301
## 1079   -0.332498686    12.11070    153987.89   -0.332496880
## 1080    0.427342005    11.95777    206988.04    0.427343963
## 1081    0.255302434    12.01312    194987.99    0.255304230
## 1082    0.613573332    12.08217    219977.92    0.613574332
## 1083    0.197955832    12.04109    190987.96    0.197957516
## 1084   -0.247982788    11.90527    159883.09   -0.247979805
## 1086    0.025918892    12.04736    178987.95    0.025918486
## 1087    0.226630832    12.09187    192987.91    0.226629945
## 1088    0.183620817    11.84821    189988.15    0.183623703
## 1089   -0.017090612    12.01369    175987.99   -0.017090766
## 1090    0.154945044    12.16434    187987.84    0.154946014
## 1091    0.513358631    12.31613    212987.68    0.513358296
## 1093    0.133442047    12.20543    186487.79    0.133440558
## 1094    0.710487226    12.26249    226737.74    0.710487017
## 1095    0.097599745    12.03310    183987.97    0.097601582
## 1096   -0.017092646    11.98973    175988.01   -0.017090422
## 1097    0.685396180    12.50786    224987.49    0.685394487
## 1098    0.124838520    12.12497    185887.88    0.124839764
## 1099    1.538421820    12.43768    284487.56    1.538421903
## 1100    1.975685899    12.68362    314987.32    1.975684015
## 1101    1.043809359    12.43711    249987.56    1.043809959
## 1102    1.631607572    12.42227    290987.58    1.631609882
## 1104    1.466741429    12.39545    279487.60    1.466739616
## 1105    1.617271672    12.61001    289987.39    1.617270613
## 1108    1.581433838    12.43653    287487.56    1.581431654
## 1109    1.344880378    12.39659    270987.60    1.344878684
## 1110    1.782144894    12.31670    301487.68    1.782145468
## 1112    0.527697701    12.28589    213987.71    0.527695308
## 1113    0.785753596    12.08103    231987.92    0.785756654
## 1114    0.900448553    12.08331    239987.92    0.900449248
## 1116    0.972129359    12.07475    244987.93    0.972132262
## 1118    1.144167086    12.24480    256987.76    1.144168764
## 1120    1.000803026    12.01598    246987.98    1.000806262
## 1124    0.709770976    12.19173    226687.81    0.709771202
## 1125    1.043810321    12.31955    249987.68    1.043811644
## 1126    1.043812710    12.30015    249987.70    1.043811922
## 1128    0.412287148    12.13296    205937.87    0.412288045
## 1129    1.129831431    12.13010    255987.87    1.129833830
## 1131    0.434510803    12.16891    207487.83    0.434509226
## 1132   -0.518871847    11.79914    140988.20   -0.518867931
## 1133    0.154947385    12.15065    187987.85    0.154946210
## 1134    0.219459979    12.13182    192487.87    0.219461083
## 1135   -0.447187095    11.85335    145988.15   -0.447185816
## 1136   -0.260808870    11.81854    158988.18   -0.260809799
## 1137   -0.318157472    11.81854    154988.18   -0.318156113
## 1138   -0.060101251    12.11869    172987.88   -0.060102006
## 1139   -0.103111028    11.84593    169988.15   -0.103107831
## 1140    0.068928233    12.10100    181987.90    0.068927452
## 1141   -0.203467370    12.14152    162987.86   -0.203468117
## 1142    0.233798727    12.14095    193487.86    0.233797530
## 1143    0.169281931    12.12839    188987.87    0.169283108
## 1144    0.190788957    12.13980    190487.86    0.190787812
## 1145   -0.031430747    12.17404    174987.83   -0.031429643
## 1146    0.028787243    11.92125    179188.08    0.028787610
## 1147    0.140610727    12.15864    186987.84    0.140609518
## 1148    0.226630720    12.10557    192987.89    0.226629748
## 1149   -0.333928121    11.86704    153888.13   -0.333927044
## 1150   -0.705242651    11.74436    127988.26   -0.705242664
## 1151   -0.475856824    11.70327    143988.30   -0.475856821
## 1152   -0.604885939    11.67588    134988.32   -0.604885634
## 1153   -0.891617924    11.69072    114988.31   -0.891617413
## 1155   -0.504532240    11.70327    141988.30   -0.504529978
## 1156    0.212295000    11.99886    191988.00    0.212294700
## 1157   -0.533206601    12.11926    139987.88   -0.533209099
## 1158    1.617275281    12.71386    289987.29    1.617269124
## 1159    2.800037049    12.77264    372487.23    2.800035992
## 1160    0.269639326    11.97660    195988.02    0.269641332
## 1161   -0.075871912    11.89614    171888.10   -0.075869052
## 1162    0.011581330    11.89329    177988.11    0.011584117
## 1163   -0.174791942    11.86761    164988.13   -0.174791033
## 1166    0.031651365    12.03937    179387.96    0.031653232
## 1167   -0.061534485    12.06676    172887.93   -0.061534920
## 1168    1.760639404    12.11755    299987.88    1.760643456
## 1169    1.545592038    11.93038    284988.07    1.545597465
## 1170    1.617274495    11.99258    289988.01    1.617279464
## 1171    1.832322749    12.07133    304987.93    1.832327010
## 1173   -0.246477380    11.89729    159988.10   -0.246474350
## 1174   -0.103112158    11.98402    169988.02   -0.103109810
## 1175    0.656725483    12.20372    222987.80    0.656725690
## 1177    0.326982460    12.09986    199987.90    0.326985878
## 1178    2.405780342    12.54838    344987.45    2.405783303
## 1179    0.979298940    11.91783    245488.08    0.979302801
## 1180    0.577874559    11.88987    217488.11    0.577879009
## 1182   -0.210633574    11.88587    162488.11   -0.210632741
## 1184    1.617275548    12.13638    289987.86    1.617277403
## 1185    0.398666698    12.21684    204987.78    0.398667093
## 1186   -0.045767084    12.14266    173987.86   -0.045765771
## 1187    0.083265676    11.99715    182988.00    0.083265520
## 1188   -0.389843361    12.17575    149987.82   -0.389844125
## 1190    0.542033527    12.10728    214987.89    0.542034447
## 1191   -0.526038230    12.11013    140487.89   -0.526040679
## 1192    0.900445944    12.67449    239987.33    0.900440773
## 1193   -0.518869181    12.01826    140987.98   -0.518871072
## 1194   -0.432847044    11.70327    146988.30   -0.432847087
## 1195   -0.604886223    11.71069    134988.29   -0.604886133
## 1196   -0.461524042    12.16891    144987.83   -0.461526919
## 1197   -0.495931865    12.16891    142587.83   -0.495934707
## 1198   -0.604889637    12.12782    134987.87   -0.604892113
## 1199   -0.103113400    12.13581    169987.86   -0.103111987
## 1200    1.757769286    12.73212    299787.27    1.757767329
## 1201    0.111936765    12.25336    184987.75    0.111935003
## 1202   -0.060101214    12.11413    172987.89   -0.060101941
## 1203    0.017317116    11.75291    178388.25    0.017320761
## 1204   -0.017095279    12.31157    175987.69   -0.017095036
## 1205   -1.135340587    11.76147     97988.24   -1.135340258
## 1206   -0.977520640    11.70042    108996.30   -0.977522329
## 1207   -0.594131675    11.72609    135738.27   -0.594133920
## 1208   -0.318155308    11.82653    154988.17   -0.318156227
## 1209    0.047424202    11.99600    180488.00    0.047424090
## 1210   -0.032859506    11.84764    174888.15   -0.032858621
## 1211   -0.533206472    11.83109    139988.17   -0.533204967
## 1212   -0.461523301    11.80598    144988.19   -0.461521716
## 1213    0.038825223    11.90470    179888.10    0.038823452
## 1214   -0.124614566    11.95321    168488.05   -0.124614236
## 1216   -0.454352593    11.78373    145488.22   -0.454353108
## 1217   -0.504533828    11.89729    141988.10   -0.504532760
## 1218   -0.518865252    11.81055    140988.19   -0.518868094
## 1219   -0.346828447    11.82082    152988.18   -0.346829302
## 1220   -1.500917881    11.59371     72488.41   -1.500920600
## 1222   -0.848609017    11.79742    117988.20   -0.848609207
## 1223   -1.293040378    11.69985     86988.30   -1.293041736
## 1224   -0.511701034    12.03652    141487.96   -0.511703045
## 1226   -0.511700292    11.94579    141488.05   -0.511701744
## 1227   -0.167625798    12.13067    165487.87   -0.167626515
## 1228   -0.921725451    11.77403    112888.23   -0.921725421
## 1229    0.352789563    12.22141    201787.78    0.352789977
## 1230   -0.203465885    11.96005    162988.04   -0.203465515
## 1231   -0.533921110    11.83566    139938.16   -0.533921862
## 1233   -0.174793020    11.99943    164988.00   -0.174792923
## 1234    0.714073156    12.31727    226987.68    0.714070376
## 1235   -0.604887031    11.80941    134988.19   -0.604887548
## 1236   -0.762589771    11.83566    123988.16   -0.762590286
## 1237   -0.533204929    11.91497    139988.09   -0.533206170
## 1238   -0.583382506    11.85392    136488.15   -0.583383319
## 1239    0.111941031    12.00456    184988.00    0.111938570
## 1240   -0.203465413    11.90242    162988.10   -0.203464689
## 1241   -0.148987802    12.07875    166787.92   -0.148988219
## 1242   -0.547543346    11.86533    138988.13   -0.547542036
## 1243   -0.160456245    11.97717    165988.02   -0.160456025
## 1244   -0.590552584    11.79914    135988.20   -0.590550822
## 1245   -0.633560246    11.81283    132988.19   -0.633560754
## 1246   -0.877281293    11.68615    115988.31   -0.877280769
## 1247   -0.569045801    11.84022    137488.16   -0.569046544
## 1248   -0.676569306    11.72495    129988.28   -0.676569229
## 1249    0.040254201    12.20429    179987.80    0.040252815
## 1254   -0.447187897    12.22369    145987.78   -0.447191126
## 1255   -1.251464085    11.67873     89888.32   -1.251465356
## 1256   -0.905955773    11.84422    113988.16   -0.905956192
## 1257   -0.533206214    12.07190    139987.93   -0.533208420
## 1258   -1.294472945    11.56632     86888.43   -1.294473480
## 1259   -0.547542237    12.00228    138988.00   -0.547544000
## 1260   -1.017062771    11.92125    106238.08   -1.017065778
## 1261   -0.088774792    12.16206    170987.84   -0.088775785
## 1262   -0.547540406    11.77859    138988.22   -0.547540793
## 1263    0.126273763    11.93152    185988.07    0.126276195
## 1264   -0.289484935    11.89786    156988.10   -0.289484093
## 1265   -0.418513470    11.79971    147988.20   -0.418511891
## 1266    0.929119446    12.36349    241987.64    0.929118388
## 1267   -0.877281424    11.70213    115988.30   -0.877280998
## 1271   -0.260809533    11.89957    158988.10   -0.260810961
## 1272   -0.735349698    11.76889    125888.23   -0.735349830
## 1273   -0.318155966    11.90699    154988.09   -0.318157381
## 1274   -0.561880518    11.93609    137988.06   -0.561879629
## 1275   -0.927462075    11.74436    112488.26   -0.927459627
## 1276   -1.027817518    11.65762    105488.34   -1.027814432
## 1277   -0.712414550    11.91212    127488.09   -0.712413358
## 1279   -0.389840422    12.08902    149987.91   -0.389842882
## 1280   -0.970468883    11.65362    109488.35   -0.970468062
## 1281   -0.533209555    12.20771    139987.79   -0.533210367
## 1282   -0.133217741    12.10214    167887.90   -0.133218318
## 1283   -0.578077691    11.82025    136858.18   -0.578078302
## 1285   -1.493754249    11.61882     72988.38   -1.493752671
## 1286   -0.282315744    12.06106    157487.94   -0.282318144
## 1287   -0.782661838    11.93780    122588.06   -0.782662960
## 1288   -0.948966491    11.95891    110988.04   -0.948967571
## 1290   -1.622783158    11.56632     63988.43   -1.622781123
## 1291   -0.540376263    12.01369    139487.99   -0.540375874
## 1292   -0.848608698    12.03081    117987.97   -0.848612553
## 1295   -0.787681593    12.17575    122237.82   -0.787684174
## 1296   -0.819940057    11.76889    119988.23   -0.819935642
## 1297   -0.318158976    12.00228    154988.00   -0.318158747
## 1298   -1.422071914    11.69585     77988.30   -1.422070884
## 1299   -1.178350675    11.79914     94988.20   -1.178350533
## 1301   -0.432848025    11.82310    146988.18   -0.432848805
## 1302   -0.533205938    12.03823    139987.96   -0.533207937
## 1304   -0.927459584    11.71240    112488.29   -0.927459169
## 1305   -0.993405557    11.69699    107888.30   -0.993407209
## 1307    1.688952235    13.17608    294986.82    1.688945389
## 1308   -0.540374832    12.11127    139487.89   -0.540377273
## 1309   -0.333926905    11.99087    153888.01   -0.333928819
## 1310   -0.647902914    12.01027    131987.99   -0.647900163
## 1312   -0.905955110    11.76319    113988.24   -0.905955030
## 1315   -0.685174017    12.06163    129387.94   -0.685176002
## 1316   -0.232141375    11.96919    160988.03   -0.232138802
## 1317   -0.203468453    12.27390    162987.73   -0.203470014
## 1318   -0.705247216    12.02967    127987.97   -0.705246754
## 1320   -0.864383888    11.81683    116888.18   -0.864379722
## 1321    2.119046695    12.76636    324987.23    2.119048612
## 1324   -0.963301329    11.74436    109988.26   -0.963301073
## 1325   -0.655068362    12.20714    131487.79   -0.655071274
## 1326   -1.149676564    11.68615     96988.31   -1.149675757
## 1327   -0.884448346    11.80655    115488.19   -0.884450784
## 1328   -0.561877462    11.83509    137988.16   -0.561878181
## 1330   -1.400566464    11.62738     79488.37   -1.400565035
## 1331   -0.346831343    12.17461    152987.83   -0.346834374
## 1332   -0.970468691    11.63023    109488.37   -0.970467726
## 1333   -0.762590079    11.87332    123988.13   -0.762590826
## 1334   -1.007748426    11.91897    106888.08   -1.007746969
## 1335   -0.176227805    12.13695    164887.86   -0.176228552
## 1336   -0.834271827    11.72438    118988.28   -0.834271582
## 1337   -0.819938439    11.84365    119988.16   -0.819936713
## 1338   -0.289486074    12.03709    156987.96   -0.289486089
## 1339   -1.034988196    11.94864    104988.05   -1.034986893
## 1340   -0.920293914    11.76090    112988.24   -0.920291575
## 1341   -0.891619446    11.87674    114988.12   -0.891620080
## 1343   -0.776924097    11.83109    122988.17   -0.776926799
## 1345   -0.204898300    12.08046    162887.92   -0.204900899
## 1347   -0.769761608    12.26820    123487.73   -0.769764776
## 1349   -0.705246646    11.96005    127988.04   -0.705245756
## 1350   -1.558265549    11.47958     68488.52   -1.558265277
## 1352    0.427341946    12.23738    206987.76    0.427339955
## 1353    0.097598204    12.22141    183987.78    0.097598883
## 1354   -0.210635834    12.16206    162487.84   -0.210636700
## 1355   -0.461523000    12.04166    144987.96   -0.461525094
## 1356   -0.676571013    11.66104    129988.34   -0.676568312
## 1357   -0.246478569    12.31499    159987.69   -0.246480338
## 1359   -0.712416096    12.10100    127487.90   -0.712416066
## 1360   -1.194838530    11.62110     93838.38   -1.194835046
## 1363   -0.819936910    11.92924    119988.07   -0.819937941
## 1364   -0.712413439    11.77631    127488.22   -0.712411411
## 1365   -0.719582651    11.88816    126988.11   -0.719581303
## 1367   -0.748251688    11.65362    124988.35   -0.748251098
## 1369   -1.321715108    11.61596     84988.38   -1.321713690
## 1370   -1.359346937    11.94978     82363.05   -1.359351994
## 1371   -0.604890994    12.02111    134987.98   -0.604890583
## 1373   -0.619224152    11.87389    133988.13   -0.619225051
## 1374   -0.604887839    11.90813    134988.09   -0.604888963
## 1376   -0.712412680    11.95606    127488.04   -0.712413988
## 1378   -0.683738023    11.77631    129488.22   -0.683738254
## 1379   -0.282315905    11.80827    157488.19   -0.282314520
## 1381   -0.461520604    11.74892    144988.25   -0.461520898
## 1382   -0.676569045    11.69300    129988.31   -0.676568771
## 1383   -0.346830285    11.77289    152988.23   -0.346828615
## 1384   -0.819935812    11.79514    119988.20   -0.819936018
## 1385   -0.361165078    11.82539    151988.17   -0.361165946
## 1388   -1.393399227    11.75691     79988.24   -1.393398602
## 1389   -0.399157526    11.88359    149338.12   -0.399158713
## 1390   -0.462954114    11.73066    144888.27   -0.462954294
## 1391    0.111939978    11.86076    184988.14    0.111940631
## 1392   -0.174790567    11.97204    164988.03   -0.174792530
## 1393    0.828769339    11.89729    234988.10    0.828769023
## 1395   -0.991973058    11.56632    107988.43   -0.991971677
## 1398   -0.475856787    11.69870    143988.30   -0.475856756
## 1399   -0.060099621    11.91954    172988.08   -0.060099151
## 1400    0.212290006    12.33667    191987.66    0.212289857
## 1401    0.972131771    12.05250    244987.95    0.972132581
## 1404   -0.002753557    11.95720    176988.04   -0.002753378
## 1405   -0.739655378    11.79857    125588.20   -0.739651229
## 1406   -0.318157379    11.80712    154988.19   -0.318155949
## 1407    0.900447140    12.52841    239987.47    0.900442867
## 1409    0.111937709    12.13809    184987.86    0.111936655
## 1410    0.828765341    12.38575    234987.61    0.828762021
## 1411   -0.247907780    12.04394    159887.96   -0.247910110
## 1412   -1.112401337    11.67588     99588.32   -1.112400506
## 1413   -0.612058356    11.90699    134488.09   -0.612057236
## 1414   -0.834273779    11.96291    118988.04   -0.834275002
## 1415   -0.999144507    11.95150    107488.05   -0.999145489
## 1416   -0.748253271    11.84707    124988.15   -0.748253871
## 1417   -1.407738470    11.80827     78988.19   -1.407735917
## 1418   -1.178350820    11.81683     94988.18   -1.178350787
## 1419    1.219864342    12.51186    262267.49    1.219862069
## 1420    1.187176874    12.78862    259987.21    1.187170703
## 1421    0.706904320    12.11070    226487.89    0.706905048
## 1422    0.685396750    12.43825    224987.56    0.685395485
## 1423    0.742743884    12.34523    228987.65    0.742743131
## 1425    1.022307192    12.10443    248487.90    1.022309861
## 1428    0.728407011    12.37947    227987.62    0.728406062
## 1429    0.685397738    12.04508    224987.95    0.685401121
## 1430    0.255303785    12.12040    194987.88    0.255302692
## 1431    0.326986541    12.14608    199987.85    0.326985216
## 1432   -0.318154663    11.74778    154988.25   -0.318155098
## 1433   -0.475857697    11.80998    143988.19   -0.475858351
## 1434   -0.461520595    11.74778    144988.25   -0.461520881
## 1435    0.699751332    11.99201    225989.01    0.699752797
## 1436    0.552070666    12.19344    215687.81    0.552068816
## 1437    0.434508928    12.12554    207487.87    0.434509847
## 1439    0.154945025    12.16662    187987.83    0.154945981
## 1440    0.197955949    12.02682    190987.97    0.197957721
## 1441    0.628053674    12.03538    220987.96    0.628054947
## 1442    0.778586511    12.20543    231487.79    0.778586582
## 1443    0.828764442    12.22312    234987.78    0.828764352
## 1444    0.663893794    12.20200    223487.80    0.663894004
## 1445   -0.672985102    11.71811    130238.28   -0.672984986
## 1446   -0.391271265    11.74493    149888.26   -0.391271607
## 1447   -0.275145743    11.85278    157988.15   -0.275146869
## 1448   -0.432849806    11.76832    146988.23   -0.432848019
## 1451   -0.963301048    11.71012    109988.29   -0.963300582
## 1452   -0.719578684    11.67588    126988.32   -0.719578260
## 1453   -0.749685138    11.62795    124888.37   -0.749684387
## 1454    0.757079378    12.20714    229987.79    0.757081690
## 1455    0.857434428    12.34181    236987.66    0.857435807
## 1456    0.828764246    12.24708    234987.75    0.828764008
## 1457    0.764248195    12.41599    230487.58    0.764246985
## 1458    0.757079111    12.23967    229987.76    0.757081223
## 1459    0.649556056    12.34181    222487.66    0.649555422
## 1460    1.574263004    12.47420    286987.53    1.574262825
## 1461    1.387886538    12.29388    273987.71    1.387889892
## 1462    1.760640943    12.20200    299987.80    1.760642245
## 1463    1.128394830    12.48960    255887.51    1.128395018
## 1464    0.683965108    12.19173    224887.81    0.683965361
## 1465    0.900445055    12.51072    239987.49    0.900443120
## 1466    0.083262451    12.11869    182987.88    0.083263777
## 1467    0.427337879    12.18945    206987.81    0.427340642
## 1468    0.470349216    12.27162    209987.73    0.470349199
## 1469   -0.583383204    11.66675    136488.33   -0.583380635
## 1470   -0.461522162    11.66675    144988.33   -0.461519720
## 1471    0.454583131    12.03481    208887.97    0.454582358
## 1473    0.527697326    12.05935    213987.94    0.527698555
## 1474    0.448845251    12.15864    208487.84    0.448845951
## 1475    0.133441438    12.00742    186487.99    0.133443396
## 1476    0.470351420    12.00228    209988.00    0.470353060
## 1477    0.124838842    12.08559    185887.91    0.124840329
## 1478    0.038818679    11.88701    179888.11    0.038823706
## 1479    0.597028960    12.07532    218823.92    0.597030019
## 1480    0.226629686    11.95948    192988.04    0.226631843
## 1481    0.169282870    12.01369    188987.99    0.169284752
## 1482   -0.399874811    11.66675    149288.33   -0.399872433
## 1483   -0.518868534    11.66675    140988.33   -0.518866033
## 1484   -0.404175789    11.66675    148988.33   -0.404173406
## 1485   -0.468690458    11.66675    144488.33   -0.468688009
## 1486   -1.321715280    11.63708     84988.36   -1.321713993
## 1487   -0.448623312    12.43825    145887.56   -0.448627860
## 1489   -0.425680354    11.89957    147488.10   -0.425681612
## 1490   -0.174788932    11.77232    164988.23   -0.174789667
## 1491   -0.604889396    11.82596    134988.17   -0.604887785
## 1492   -0.991974571    11.75120    107988.25   -0.991974328
## 1493   -0.569043706    11.85677    137488.14   -0.569046781
## 1494   -0.169061664    12.12782    165387.87   -0.169060132
## 1495   -0.432850231    11.82025    146988.18   -0.432848764
## 1496   -0.239307536    11.98060    160488.02   -0.239307255
## 1500   -0.418513428    11.79457    147988.21   -0.418511817
## 1501   -1.364724493    11.84022     81988.16   -1.364726640
## 1502   -1.364724493    11.84022     81988.16   -1.364726640
## 1503   -0.848608483    12.00456    117988.00   -0.848612177
## 1504   -1.357556196    11.84022     82488.16   -1.357558351
## 1505   -1.222790502    11.63023     91888.37   -1.222791504
## 1506   -0.819935719    11.78373    119988.22   -0.819935854
## 1508   -1.121001372    11.71354     98988.29   -1.121002993
## 1509   -0.669402177    11.86761    130488.13   -0.669402985
## 1510   -0.604886539    12.02168    134987.98   -0.604890591
## 1511   -0.597720112    11.97774    135488.02   -0.597721672
## 1513   -0.991973724    11.92011    107988.08   -0.991976749
## 1514   -1.135339887    11.67588     97988.32   -1.135339031
## 1515   -1.579769816    11.67588     66988.32   -1.579772959
## 1516   -0.591986984    12.16206    135887.84   -0.591989683
## 1517   -0.533208088    12.02853    139987.97   -0.533207798
## 1518    0.033088218    12.19402    179487.81    0.033084673
## 1519   -0.583387154    12.14951    136487.85   -0.583387556
## 1520   -0.131785438    11.99543    167988.00   -0.131783131
## 1522    0.169281982    12.66707    188987.33    0.169275385
## 1524   -0.461524347    11.93381    144988.07   -0.461523548
## 1526   -0.002755065    12.14152    176987.86   -0.002756020
## 1527   -0.425682621    11.90413    147488.10   -0.425681677
## 1528   -1.235697923    11.63365     90988.37   -1.235694474
## 1529    0.771417292    12.04565    230987.95    0.771420583
## 1531   -0.561881840    12.09758    137987.90   -0.561881944
## 1532   -0.404181073    12.03994    148987.96   -0.404178757
## 1533    0.164983169    12.13010    188687.87    0.164982110
## 1535   -0.963303150    11.96690    109988.03   -0.963304264
## 1536   -1.049323617    11.80541    103988.19   -1.049321418
## 1540    1.235922111    12.41599    263387.58    1.235920411
## 1542    0.671065002    12.11869    223987.88    0.671063488
## 1543   -0.870115927    11.77175    116488.23   -0.870113707
## 1544   -0.375505909    12.07076    150987.93   -0.375506042
## 1545   -0.733917764    11.70726    125988.29   -0.733915288
## 1546   -0.819938121    11.80484    119988.20   -0.819936157
## 1547   -1.751810846    11.63708     54988.36   -1.751811342
## 1548   -0.812768545    11.64849    120488.35   -0.812765626
## 1549   -0.812766138    11.62680    120488.37   -0.812765316
## 1550   -0.834272999    11.86761    118988.13   -0.834273635
## 1552   -1.113835221    11.70327     99488.30   -1.113834556
## 1553   -0.167624941    12.29844    165487.70   -0.167628920
## 1562    1.043814167    12.12212    249987.88    1.043814475
## 1563    1.402226767    12.12212    274987.88    1.402228933
## 1564    1.760642024    12.34238    299987.66    1.760640233
## 1565    1.344880193    12.14665    270987.85    1.344882268
## 1566    0.513359406    12.22141    212987.78    0.513359654
## 1567   -0.088772000    11.82082    170988.18   -0.088770892
## 1568   -0.081604455    11.91269    171488.09   -0.081603920
## 1572    0.921953802    12.03937    241487.96    0.921954745
## 1574    1.674622547    12.05992    293987.94    1.674624812
## 1577   -0.067266393    12.00571    172487.99   -0.067268675
## 1578   -0.138949135    11.97832    167488.02   -0.138951174
## 1580   -0.389842217    12.03595    149987.96   -0.389842121
## 1582    0.040256695    11.89957    179988.10    0.040257184
## 1584    0.792922518    12.00456    232488.00    0.792926040
## 1585    0.255303636    12.13866    194987.86    0.255302430
## 1586    1.832321686    12.47363    304987.53    1.832321242
## 1587    1.742734809    12.16891    298738.83    1.742736333
## 1592   -0.239306560    11.86134    160488.14   -0.239305545
## 1594   -0.762589286    11.77631    123988.22   -0.762589435
## 1595   -0.891619857    11.92696    114988.07   -0.891620799
## 1596   -0.683740054    12.02454    129487.98   -0.683741813
## 1597   -1.034982084    11.74664    104988.25   -1.034983997
## 1598   -1.179781675    11.74664     94888.25   -1.179783438
## 1599   -0.353996940    11.84479    152488.16   -0.353997935
## 1600   -1.135343181    11.80598     97988.19   -1.135340896
## 1601   -1.379058648    11.54235     80988.46   -1.379058948
## 1602   -0.920291568    11.74664    112988.25   -0.920291371
## 1603   -0.698073570    11.64849    128488.35   -0.698073000
## 1604   -0.827103409    11.70955    119488.29   -0.827103080
## 1605   -0.669400384    11.64849    130488.35   -0.669399843
## 1606   -0.561875935    11.64849    137988.35   -0.561875506
## 1607   -0.612054146    11.66504    134488.33   -0.612053767
## 1609   -0.569044572    11.69014    137488.31   -0.569044392
## 1612   -0.141819585    12.08845    167287.91   -0.141820069
## 1613   -0.146121345    11.91155    166988.09   -0.146118506
## 1614    0.957791913    12.45137    243987.55    0.957790285
## 1615    1.301867948    12.44795    267987.55    1.301868213
## 1616    0.685398931    12.17176    224987.83    0.685399305
## 1617   -0.131783899    12.07989    167987.92   -0.131784341
## 1618   -0.002754084    12.02168    176987.98   -0.002754302
## 1619   -0.117447437    12.09587    168987.90   -0.117447992
## 1620   -0.224970877    11.97261    161488.03   -0.224970562
## 1621    1.058148502    12.12554    250987.87    1.058151004
## 1622   -0.246477215    12.14951    159987.85   -0.246477966
## 1624    0.022332337    12.06905    178737.93    0.022334031
## 1625   -0.017091894    11.89786    175988.10   -0.017089105
## 1626    0.384330060    12.49474    203987.51    0.384326530
## 1627   -0.246477077    11.86019    159988.14   -0.246473818
## 1628   -0.246478407    12.02282    159987.98   -0.246476150
## 1629   -0.190565741    12.02853    163887.97   -0.190563576
## 1630   -0.131784226    12.11983    167987.88   -0.131784914
## 1632   -0.103112912    11.80370    169988.20   -0.103107225
## 1634    0.068925781    11.85563    181988.14    0.068930970
## 1635    0.499022914    11.93666    211988.06    0.499027158
## 1637    2.466929680    12.63283    349252.37    2.466927599
## 1644    0.081831956    12.00456    182888.00    0.081831755
## 1647   -0.017092949    12.02682    175987.97   -0.017090954
## 1648    0.513360135    12.13239    212987.87    0.513360930
## 1649    0.212290436    12.28418    191987.72    0.212290609
## 1650    0.183617067    12.30643    189987.69    0.183617134
## 1651    0.255301978    12.34124    194987.66    0.255299526
## 1652   -0.418513241    11.77175    147988.23   -0.418511490
## 1653   -0.368335842    11.85449    151488.15   -0.368334652
## 1654    0.283974359    12.16720    196987.83    0.283975178
## 1655    0.217313168    11.95492    192338.05    0.217313132
## 1657   -0.103109069    11.87902    169988.12   -0.103108305
## 1658   -0.031425106    12.02967    174987.97   -0.031427573
## 1659   -0.031428546    12.17747    174987.82   -0.031429692
## 1660    0.296876312    12.28703    197887.71    0.296876380
## 1661   -0.045765412    11.93837    173988.06   -0.045762843
## 1662    0.024483542    12.25393    178887.75    0.024481867
## 1663   -0.547540710    11.81568    138988.18   -0.547541325
## 1664   -0.486611821    11.74264    143238.26   -0.486609820
## 1665    0.097599796    12.02682    183987.97    0.097601672
## 1667   -0.633559358    11.70441    132988.30   -0.633559199
## 1668   -0.827103535    11.72495    119488.28   -0.827103301
## 1669   -0.776922865    11.68044    122988.32   -0.776924639
## 1670   -0.963298511    11.67246    109988.33   -0.963300042
## 1671   -0.705240095    11.70441    127988.30   -0.705242091
## 1672   -0.812764310    11.67588    120488.32   -0.812766019
## 1673   -0.633563131    11.62053    132988.38   -0.633557997
## 1674   -0.318158513    11.94579    154988.05   -0.318157937
## 1675   -0.002753463    11.94579    176988.05   -0.002753214
## 1676   -0.913125987    11.80598    113488.19   -0.913123933
## 1677   -0.920294872    11.87788    112988.12   -0.920293253
## 1678   -0.910259256    11.87788    113688.12   -0.910257648
## 1679   -1.020649186    11.92582    105988.07   -1.020649988
## 1681   -0.705244760    11.72952    127988.27   -0.705242451
## 1682   -0.318159499    12.06619    154987.93   -0.318159663
## 1683   -0.497366841    11.78487    142488.22   -0.497362859
## 1684   -0.687321928    11.74664    129238.25   -0.687321973
## 1698    2.907562166    12.69104    379987.31    2.907561499
## 1699    1.043811993    12.11527    249987.88    1.043814573
## 1704    2.004359819    12.59403    316987.41    2.004358456
## 1708    2.362772393    12.86965    341987.13    2.362768962
## 1709    2.534813790    12.59118    353987.41    2.534811895
## 1710    2.477467805    12.54381    349987.46    2.477466260
## 1711    1.545589299    12.53754    284987.46    1.545588760
## 1713    0.982166966    12.10385    245687.90    0.982167450
## 1714    0.795759852    12.16491    232685.84    0.795762383
## 1716    0.251004119    11.96005    194688.04    0.251004018
## 1718    0.326988344    11.92582    199988.07    0.326988373
## 1719    0.427344216    11.96005    206988.04    0.427343931
## 1720    0.463180343    12.06962    209487.93    0.463183806
## 1721    0.463180343    12.06962    209487.93    0.463183806
## 1722    0.362825050    11.96462    202488.04    0.362829263
## 1723    1.473907825    12.08274    279987.92    1.473912389
## 1724    1.438066417    12.07361    277487.93    1.438071074
## 1727    0.326985633    11.98459    199988.02    0.326987531
## 1729   -0.017090986    12.05935    175987.94   -0.017091420
## 1734    0.369998011    11.93951    202988.06    0.369997912
## 1744    0.706902264    12.08959    226487.91    0.706905351
## 1746    1.172844047    12.05592    258987.94    1.172844629
## 1747    0.162116147    11.82139    188488.18    0.162119220
## 1748   -0.031429052    11.96690    174988.03   -0.031426673
## 1749    0.542031944    12.30072    214987.70    0.542031673
## 1751    0.090430374    12.16434    183487.84    0.090431412
## 1752   -0.167626781    11.97832    165488.02   -0.167624331
## 1753    0.484685622    12.29445    210987.71    0.484685450
## 1755    0.606546445    12.32127    219487.68    0.606545981
## 1756   -0.031428097    12.12269    174987.88   -0.031428907
## 1757   -0.103112279    11.99886    169988.00   -0.103110023
## 1758   -0.217804511    11.93609    161988.06   -0.217801750
## 1759    0.140610820    12.14722    186987.85    0.140609681
## 1760    0.111937849    12.12097    184987.88    0.111936901
## 1763    1.015135767    12.48675    247987.51    1.015136091
## 1766    2.083210572    12.65623    322487.34    2.083208745
## 1767    1.072483902    12.54381    251987.46    1.072481586
## 1769    1.327533632    12.33154    269777.67    1.327532357
## 1770    1.986441657    12.55123    315737.45    1.986438347
## 1772    1.617271532    12.62713    289987.37    1.617270367
## 1774    1.230185052    12.43939    262987.56    1.230185444
## 1775    2.190735227    12.63112    329987.37    2.190733442
## 1778    2.047370021    12.26991    319987.73    2.047372838
## 1779    1.515802108    12.01826    282909.98    1.515804795
## 1780    0.542031699    12.05820    214987.94    0.542035150
## 1782    1.115494950    12.11641    254987.88    1.115497448
## 1787    0.714070565    12.08902    226987.91    0.714073648
## 1788    1.187178373    12.06049    259987.94    1.187181141
## 1790    1.029478227    12.04223    248987.96    1.029479042
## 1791    1.860997525    12.14951    306987.85    1.860999046
## 1792    1.043812621    12.31100    249987.69    1.043811767
## 1793    0.632350853    12.22711    221287.77    0.632353172
## 1798    1.330542339    12.30072    269987.70    1.330543480
## 1801    1.039510913    12.12782    249687.87    1.039513419
## 1804    1.086821535    12.14437    252987.86    1.086823891
## 1806    2.334101495    12.59004    339987.41    2.334099815
## 1808   -0.432852583    11.83509    146988.16   -0.432848976
## 1809   -0.404174708    11.80712    148988.19   -0.404175419
## 1810    0.054589984    12.03081    180987.97    0.054591880
## 1811    0.341322980    12.16491    200987.84    0.341321524
## 1812    0.208709031    12.22141    191737.78    0.208707365
## 1813    0.025917438    11.95264    178988.05    0.025919844
## 1814    0.542034115    12.03538    214987.96    0.542035477
## 1815    0.028785930    12.08160    179187.92    0.028785311
## 1816   -0.705246198    11.90527    127988.09   -0.705244971
## 1817   -0.475856693    11.68729    143988.31   -0.475856592
## 1819   -0.809182532    11.69300    120738.31   -0.809182120
## 1820   -0.640727917    11.73637    132488.26   -0.640727947
## 1821   -0.647896619    11.78601    131988.21   -0.647896947
## 1822   -0.640728052    11.75291    132488.25   -0.640728184
## 1823   -0.690904464    11.82196    128988.18   -0.690907198
## 1825   -0.461520829    11.77631    144988.22   -0.461521290
## 1826   -0.698074373    11.74664    128488.25   -0.698074407
## 1827   -0.741083751    11.69756    125488.30   -0.741083438
## 1828    1.760639824    12.61115    299987.39    1.760636379
## 1829    1.674621834    12.41942    293987.58    1.674619658
## 1830   -0.690906306    11.77460    128988.23   -0.690906519
## 1833    1.789309347    12.78633    301987.21    1.789307024
## 1835    0.527695834    11.96919    213988.03    0.527699848
## 1843   -0.009922526    12.03937    176487.96   -0.009922845
## 1844   -0.017090621    12.01484    175987.99   -0.017090782
## 1845   -0.124615323    12.04565    168487.95   -0.124615561
## 1846   -0.002754565    12.08046    176987.92   -0.002755145
## 1847   -0.002754341    12.05307    176987.95   -0.002754752
## 1848   -0.407046523    11.81169    148788.19   -0.407042800
## 1849   -0.045768188    12.00514    173987.99   -0.045763800
## 1850    0.886110222    12.29559    238987.70    0.886109626
## 1851    0.384332225    11.95777    203988.04    0.384334229
## 1852    1.774976313    12.35151    300987.65    1.774976680
## 1853    1.939845668    12.53069    312487.47    1.939844762
## 1854    1.469609465    12.03538    279687.96    1.469612094
## 1855    1.115493789    12.53069    254987.47    1.115491509
## 1856    0.240970407    12.00000    193988.00    0.240967840
## 1857    0.585048620    12.00285    217988.00    0.585045679
## 1858    0.524112073    11.92182    213738.08    0.524116382
## 1859    0.140610050    12.24138    186987.76    0.140608331
## 1860    0.061761556    11.90299    181488.10    0.061762002
## 1863    0.699734609    12.28360    225987.72    0.699734280
## 1864   -0.483745301    11.84022    143438.16   -0.483743903
## 1865    0.901163722    12.55865    240037.44    0.901159262
## 1866   -0.210632874    11.80028    162488.20   -0.210631513
## 1867   -0.189128979    11.92182    163988.08   -0.189128389
## 1868    0.111935778    12.10157    184987.90    0.111937179
## 1869    0.162113929    12.09244    188487.91    0.162115334
## 1870    1.115495129    12.36692    254987.63    1.115493857
## 1871   -0.577578539    12.14152    136892.86   -0.577581128
## 1872   -0.267979298    11.80655    158488.19   -0.267977917
## 1873   -0.024260139    11.89158    175488.11   -0.024257304
## 1874   -0.719581792    11.78316    126988.22   -0.719579798
## 1875   -0.719579819    11.81454    126988.19   -0.719580248
## 1876   -0.490194828    11.87560    142988.12   -0.490195870
## 1877   -0.303818458    11.79514    155988.20   -0.303819199
## 1879   -0.834275464    12.16891    118987.83   -0.834277955
## 1880   -1.063656372    11.88131    102988.12   -1.063659085
## 1882   -0.368334820    11.72952    151488.27   -0.368332860
## 1883   -0.726747919    11.79058    126488.21   -0.726748194
## 1884   -0.461523516    11.83223    144988.17   -0.461522092
## 1885   -0.819935061    11.70327    119988.30   -0.819934701
## 1887   -1.013478929    11.68615    106488.31   -1.013478263
## 1888   -0.526036184    11.86019    140488.14   -0.526037095
## 1889   -0.569044923    11.73294    137488.27   -0.569045006
## 1890   -0.854342800    11.69300    117588.31   -0.854342342
## 1891   -0.196299061    11.86761    163488.13   -0.196295901
## 1892   -0.232137577    11.77745    160988.22   -0.232136054
## 1894    0.678230898    12.41200    224487.59    0.678227572
## 1895   -0.432851432    11.96690    146988.03   -0.432850866
## 1896    0.326986709    12.12554    199987.87    0.326985510
## 1897    0.067495414    11.99829    181888.00    0.067495267
## 1898   -0.379086758    11.94008    150738.06   -0.379088313
## 1899   -1.080860284    11.88131    101788.12   -1.080862979
## 1900   -0.762591011    11.71468    123988.29   -0.762588551
## 1901   -0.554708068    11.70099    138488.30   -0.554707969
## 1903   -1.615610374    11.56289     64488.44   -1.615612785
## 1904   -1.622778690    11.56518     63988.43   -1.622781107
## 1905   -0.934627320    11.64392    111988.36   -0.934626477
## 1906   -0.174795570    12.31100    164987.69   -0.174797390
## 1907   -0.475857935    11.83908    143988.16   -0.475858769
## 1908   -0.576217684    12.27847    136987.72   -0.576221116
## 1909   -1.034986125    11.96804    104988.03   -1.034987172
## 1910   -0.440018759    12.12097    146487.88   -0.440021364
## 1911   -0.733918528    12.07304    125987.93   -0.733920532
## 1912   -0.031424154    11.91326    174988.09   -0.031425904
## 1913   -0.267980050    11.89843    158488.10   -0.267979234
## 1914   -0.898786323    11.70327    114488.30   -0.898785882
## 1915   -0.475859682    12.05250    143987.95   -0.475861828
## 1917   -0.518868945    11.71696    140988.28   -0.518866753
## 1918   -0.662232984    11.75805    130988.24   -0.662233125
## 1919   -0.503097010    11.78373    142088.22   -0.503097474
## 1920   -0.547540462    11.78544    138988.21   -0.547540891
## 1921   -0.276582883    12.00571    157887.99   -0.276582719
## 1922   -0.541805825    11.78544    139388.21   -0.541806260
## 1923   -0.389841045    11.89272    149988.11   -0.389840068
## 1924   -0.819936144    11.83566    119988.16   -0.819936599
## 1925   -0.033578932    12.16491    174837.84   -0.033579999
## 1926   -0.877281480    11.70898    115988.29   -0.877281096
## 1927   -0.604886798    11.78088    134988.22   -0.604887139
## 1928   -0.196298966    12.12839    163487.87   -0.196299639
## 1929   -0.676571459    11.98802    129988.01   -0.676573000
## 1930   -0.683738845    11.87674    129488.12   -0.683739694
## 1931   -0.504531141    11.84136    141988.16   -0.504531958
## 1932   -0.696643385    12.07304    128587.93   -0.696645429
## 1933   -0.748254492    11.72381    124988.28   -0.748252104
## 1934   -0.590552397    11.77631    135988.22   -0.590550495
## 1935   -0.612054908    11.75805    134488.24   -0.612055101
## 1936   -0.719578969    11.71069    126988.29   -0.719578759
## 1938   -0.891618730    12.06163    114987.94   -0.891622730
## 1939   -0.864378560    11.71069    116888.29   -0.864378200
## 1940   -0.647896017    11.71240    131988.29   -0.647895892
## 1942   -0.927459566    11.71012    112488.29   -0.927459136
## 1943   -0.561877105    12.06391    137987.94   -0.561881462
## 1944   -0.604886074    11.69243    134988.31   -0.604885871
## 1945   -0.303819125    11.87674    155988.12   -0.303820369
## 1947   -0.977638155    11.77289    108988.23   -0.977638060
## 1948   -1.060787456    11.68615    103188.31   -1.060788971
## 1950   -1.615614014    11.73523     64488.26   -1.615615255
## 1951   -0.418513356    12.05820    147987.94   -0.418515597
## 1953   -0.074440125    12.12497    171987.88   -0.074438674
## 1955   -0.698076435    11.72609    128488.27   -0.698074113
## 1957   -0.778358996    11.71012    122888.29   -0.778358722
## 1958   -0.831407359    11.80028    119188.20   -0.831405354
## 1959   -0.490200009    12.23624    142987.76   -0.490201041
## 1960   -0.834272009    11.74664    118988.25   -0.834271901
## 1962   -0.690905498    11.67588    128988.32   -0.690905103
## 1963   -0.604887199    11.82995    134988.17   -0.604887842
## 1964   -0.361164676    11.77631    151988.22   -0.361165242
## 1965   -0.533204402    11.85049    139988.15   -0.533205245
## 1966   -0.361165620    11.89158    151988.11   -0.361166895
## 1967   -0.296651581    11.96861    156488.03   -0.296653397
## 1968   -0.518870751    12.20999    140987.79   -0.518873821
## 1969   -1.121003578    11.71069     98988.29   -1.121002952
## 1970    0.140610068    12.23910    186987.76    0.140608364
## 1971   -0.110277901    12.21684    169487.78   -0.110281437
## 1972   -0.741083574    11.67588    125488.32   -0.741083128
## 1973   -0.676569241    11.71696    129988.28   -0.676569114
## 1974   -1.063657369    11.73066    102988.27   -1.063656925
## 1976   -0.712414635    11.92239    127488.08   -0.712413505
## 1977   -1.257201666    11.76604     89488.23   -1.257201239
## 1978   -0.533203309    11.71696    139988.28   -0.533203331
## 1979   -1.108100840    11.73465     99888.27   -1.108100375
## 1980   -1.106665325    11.78031     99988.22   -1.106667372
## 1981   -0.676569876    11.79457    129988.21   -0.676570227
## 1982   -0.604887386    11.85278    134988.15   -0.604888170
## 1983   -0.819931867    11.85791    119988.14   -0.819936918
## 1985   -1.321714662    11.83394     84988.17   -1.321716815
## 1986   -0.984803877    11.73066    108488.27   -0.984805744
## 1987   -0.576214884    12.20885    136987.79   -0.576220118
## 1988   -0.956132481    11.67702    110488.32   -0.956131819
## 1989   -1.106667186    11.73523     99988.26   -1.106666725
## 1990    0.110499132    12.19402    184887.81    0.110502196
## 1992   -0.748254710    12.02282    124987.98   -0.748256391
## 1993   -0.905956114    11.88587    113988.11   -0.905956789
## 1995   -0.474428841    12.12440    144087.88   -0.474429201
## 2000   -0.361169596    12.10500    151987.90   -0.361169954
## 2003   -1.293044205    11.89500     86988.10   -1.293044534
## 2004   -1.042150287    11.73523    104488.26   -1.042152123
## 2007   -0.701660609    12.00171    128238.00   -0.701662209
## 2009    0.470352720    12.11584    209987.88    0.470351432
## 2010   -0.604887853    11.90984    134988.09   -0.604888988
## 2011   -0.705246039    11.88587    127988.11   -0.705244692
## 2012   -0.662236194    11.87788    130988.12   -0.662234843
## 2013   -0.920291082    11.68729    112988.31   -0.920290520
## 2014   -0.733920052    11.98687    125988.01   -0.733919297
## 2015   -0.647897857    11.93723    131988.06   -0.647899115
## 2016   -0.651482491    11.99658    131738.00   -0.651484111
## 2017   -0.640729369    11.91383    132488.09   -0.640730491
## 2018   -0.569047486    12.04622    137487.95   -0.569049497
## 2019   -0.647900131    11.67017    131988.33   -0.647895287
## 2020   -0.712414966    11.96291    127488.04   -0.712414086
## 2021   -1.077996313    11.74550    101988.25   -1.077993716
## 2022    0.326983851    12.47477    199987.53    0.326980503
## 2023    0.047422339    12.22369    180487.78    0.047420826
## 2024   -0.174792764    11.96804    164988.03   -0.174792473
## 2025   -1.250034743    11.93381     89988.07   -1.250035355
## 2026   -0.338588434    11.97946    153563.02   -0.338588044
## 2027   -0.533209673    11.94978    139988.05   -0.533206669
## 2029   -0.920292432    11.85221    112988.15   -0.920292884
## 2030   -0.862946250    11.87560    116988.12   -0.862946907
## 2031   -0.110282388    12.22026    169487.78   -0.110281486
## 2032   -0.541810527    11.81511    139388.18   -0.541806685
## 2033    0.362825194    12.49189    202487.51    0.362821704
## 2034   -0.719583207    11.95606    126988.04   -0.719582277
## 2035   -0.518870995    11.96747    140988.03   -0.518870344
## 2036    0.503323175    12.29673    212287.70    0.503322969
## 2037   -0.232142891    12.42683    160987.57   -0.232145364
## 2039   -1.092331260    11.81683    100988.18   -1.092331317
## 2040   -0.964733748    11.86533    109888.13   -0.964736465
## 2041   -0.698073748    11.67017    128488.33   -0.698073311
## 2043   -1.293042300    11.66218     86988.34   -1.293041196
## 2045    0.599376878    12.47648    218987.52    0.599375467
## 2047   -0.733916538    11.82995    125988.17   -0.733917047
## 2048   -0.984807610    11.91440    108488.09   -0.984808379
## 2049   -0.676569535    11.75291    129988.25   -0.676569630
## 2051   -0.885881594    11.75634    115388.24   -0.885883722
## 2052   -0.841438267    11.77003    118488.23   -0.841440526
## 2053   -0.174788871    11.76490    164988.24   -0.174789560
## 2054   -0.776925879    11.77631    122988.22   -0.776926013
## 2055   -0.690907956    11.70384    128988.30   -0.690905504
## 2056   -0.748252011    11.69300    124988.31   -0.748251662
## 2057   -0.991974347    11.72381    107988.28   -0.991973935
## 2058   -0.821368514    11.67816    119888.32   -0.821367999
## 2059   -0.891617956    11.69471    114988.31   -0.891617470
## 2060   -0.612054604    11.72096    134488.28   -0.612054569
## 2061   -0.719579109    11.72781    126988.27   -0.719579005
## 2062   -0.690905638    11.69300    128988.31   -0.690905349
## 2063   -0.483029092    11.91612    143488.08   -0.483028162
## 2064   -0.690905722    11.70327    128988.30   -0.690905496
## 2065    0.140614521    11.96747    186988.03    0.140612258
## 2067   -0.934630160    11.99087    111988.01   -0.934631451
## 2068   -0.171210499    11.92582    165238.07   -0.171207723
## 2069   -0.389841302    11.92411    149988.08   -0.389840518
## 2070   -0.576214209    11.85392    136988.15   -0.576215029
## 2073    0.068928639    12.05136    181987.95    0.068928164
## 2074    0.484687329    12.35836    210987.64    0.484684534
## 2075    0.556375957    11.93894    215988.06    0.556373438
## 2079    0.943457853    12.41428    242987.59    0.943454238
## 2080   -0.332496456    12.11070    153987.89   -0.332496880
## 2081   -0.848608023    11.67588    117988.32   -0.848607465
## 2084   -1.307375566    11.52808     85988.47   -1.307375852
## 2085   -0.676569717    11.77517    129988.22   -0.676569949
## 2086   -0.748254103    11.94864    124988.05   -0.748255327
## 2087   -0.583383925    12.02739    136487.97   -0.583385806
## 2088   -1.164013169    11.96005     95988.04   -1.164016262
## 2089   -0.819937059    11.94750    119988.05   -0.819938202
## 2091    0.038819937    12.00571    179887.99    0.038822004
## 2092    0.685396549    12.46278    224987.54    0.685395133
## 2093    1.774975357    12.74068    300987.26    1.774971101
## 2094    0.871772802    12.39659    237987.60    0.871771600
## 2095    0.735575844    12.31385    228487.69    0.735575292
## 2096    0.613714914    12.30015    219987.70    0.613714573
## 2107    0.240966844    11.89044    193988.11    0.240969411
## 2109    0.570707059    12.06505    216987.93    0.570708209
## 2110    0.513344335    12.03880    212986.96    0.513347935
## 2111   -0.018525632    11.90756    175888.09   -0.018522902
## 2112    0.197954473    12.20714    190987.79    0.197955135
## 2113   -0.010896541    11.93266    176420.07   -0.010896202
## 2114    1.430900240    12.35950    276987.64    1.430898686
## 2115    0.427339600    12.25165    206987.75    0.427339750
## 2117    0.900449031    12.29730    239987.70    0.900446180
## 2118    0.147777263    12.37376    187487.63    0.147774722
## 2119    1.459572687    12.17747    278987.82    1.459574452
## 2120   -0.540372007    11.76604    139488.23   -0.540372324
## 2121   -0.733915866    11.74778    125988.25   -0.733915869
## 2122    0.004415473    11.86761    177488.13    0.004416196
## 2123   -0.031426514    11.92924    174988.07   -0.031426133
## 2124    0.484688562    12.20771    210987.79    0.484686693
## 2125   -0.447184002    11.74778    145988.25   -0.447184303
## 2126   -0.419944975    11.80884    147888.19   -0.419945680
## 2127   -0.768321460    11.74778    123588.25   -0.768323657
## 2128    0.395084901    12.20200    204737.80    0.395083161
## 2129    0.835932506    12.25165    235487.75    0.835932232
## 2130    0.570706092    12.18317    216987.82    0.570706515
## 2131    0.191503496    12.14722    190537.85    0.191504534
## 2132    0.577873973    12.23396    217487.77    0.577874076
## 2133    0.699736710    12.02682    225987.97    0.699737962
## 2134    0.040252541    12.13467    179987.87    0.040253813
## 2135   -0.662232451    11.69300    130988.31   -0.662232192
## 2136   -0.339659716    11.76775    153488.23   -0.339660252
## 2137   -0.246471786    11.75862    159988.24   -0.246472362
## 2138   -0.606320420    11.77631    134888.22   -0.606320731
## 2139   -0.676569105    11.70042    129988.30   -0.676568877
## 2140   -0.819934906    11.68444    119988.32   -0.819934431
## 2141   -0.927459369    11.68615    112488.31   -0.927458793
## 2142   -0.791262140    11.73580    121988.26   -0.791262011
## 2143   -0.719578684    11.67588    126988.32   -0.719578260
## 2144   -0.862942438    11.68216    116988.32   -0.862944133
## 2145    1.845225843    12.32412    305887.68    1.845226306
## 2146    0.735572741    12.42056    228487.58    0.735573762
## 2147    1.330545905    12.13752    269987.86    1.330545820
## 2148    0.212292635    12.01541    191987.98    0.212294463
## 2149    0.513358883    12.28532    212987.71    0.513358737
## 2150    0.326984120    12.16948    199987.83    0.326984880
## 2151    1.287530257    12.58205    266987.42    1.287529712
## 2152    0.728407139    12.09130    227987.91    0.728410194
## 2153    1.402223064    12.57463    274987.43    1.402222445
## 2155    1.545590366    12.13467    284987.87    1.545594536
## 2156    0.900443932    12.37548    239987.62    0.900445059
## 2157   -0.655066170    11.66675    131488.33   -0.655063527
## 2158    0.999369923    11.94807    246888.05    0.999373577
## 2159    0.606546758    12.28303    219487.72    0.606546529
## 2160    0.111937053    11.94579    184988.05    0.111939412
## 2162    0.520527810    12.20828    213487.79    0.520528131
## 2163    0.034519053    11.99429    179588.01    0.034521194
## 2164   -0.052933083    11.86191    173488.14   -0.052930036
## 2166   -0.122108550    12.03367    168662.97   -0.122106488
## 2167   -0.146118095    12.05935    166987.94   -0.146120625
## 2168   -0.533204607    11.87560    139988.12   -0.533205605
## 2170   -0.963299585    11.80370    109988.20   -0.963301924
## 2171   -1.181932033    11.73066     94738.27   -1.181933696
## 2172   -0.791263924    11.95378    121988.05   -0.791265136
## 2174   -0.841441732    11.64849    118488.35   -0.841438783
## 2175   -0.626393899    11.77859    133488.22   -0.626391974
## 2176   -0.418513620    11.81797    147988.18   -0.418512153
## 2179   -0.289481944    11.80484    156988.20   -0.289482760
## 2180   -0.081602828    11.98630    171488.01   -0.081604976
## 2183   -0.533206174    11.79457    139988.21   -0.533204444
## 2184   -0.651480315    11.73066    131738.27   -0.651480298
## 2185   -1.658624653    11.84022     61488.16   -1.658626496
## 2186   -0.948962338    11.72381    110988.28   -0.948964200
## 2188   -1.407730278    11.62452     78988.38   -1.407733283
## 2189   -0.984807892    11.67645    108488.32   -0.984804967
## 2192   -0.748249193    11.62110    124988.38   -0.748250631
## 2193   -1.403790364    11.67588     79263.32   -1.403791460
## 2194   -0.834269592    11.72381    118988.28   -0.834271574
## 2197   -0.174793352    12.03994    164987.96   -0.174793504
## 2198   -1.156844426    11.63308     96488.37   -1.156843285
## 2199   -0.583383655    11.99429    136488.01   -0.583385331
## 2200   -0.440019373    11.92353    146488.08   -0.440018534
## 2201   -0.031426433    12.19173    174987.81   -0.031429897
## 2202   -0.411347483    11.80941    148488.19   -0.411343741
## 2203   -0.511702984    12.00228    141488.00   -0.511702554
## 2204    0.182902773    11.99658    189938.00    0.182904747
## 2205   -0.604890956    12.01655    134987.98   -0.604890518
## 2206   -0.189132847    12.12212    163987.88   -0.189131260
## 2207   -1.245014031    11.57887     90338.42   -1.245012464
## 2208   -0.547541368    11.89614    138988.10   -0.547542478
## 2209   -0.823519405    11.72724    119738.27   -0.823519189
## 2210   -0.461527345    12.30015    144987.70   -0.461528800
## 2211   -0.461525321    12.32526    144987.67   -0.461529160
## 2212    0.871774712    12.16320    237987.84    0.871774946
## 2214    0.886109304    12.68020    238987.32    0.886104112
## 2217    0.613716990    12.31898    219987.68    0.613714303
## 2218   -0.533205266    11.95606    139988.04   -0.533206759
## 2220    1.180010884    12.50672    259487.49    1.180006455
## 2221    1.151339944    12.23225    257487.77    1.151337233
## 2222    0.606547636    12.17575    219487.82    0.606548067
## 2224    0.341323732    12.07304    200987.93    0.341322841
## 2225    0.542036373    12.03195    214987.97    0.542035526
## 2226   -0.764025198    11.77916    123888.22   -0.764023134
## 2227   -0.103106758    12.14152    169987.86   -0.103112068
## 2228    0.326985201    11.76490    199988.24    0.326990680
## 2229    0.298311088    12.15065    197987.85    0.298311994
## 2231    1.975685451    12.73840    314987.26    1.975683230
## 2232   -0.891620852    12.04850    114987.95   -0.891622542
## 2233   -0.518870248    11.87617    140988.12   -0.518869035
## 2234   -1.293042127    11.64107     86988.36   -1.293040894
## 2235   -0.678722835    12.09644    129837.90   -0.678725041
## 2236   -1.106665680    11.82367     99988.18   -1.106667993
## 2238   -1.462213987    11.64849     75188.35   -1.462212624
## 2239   -0.842876306    11.76033    118388.24   -0.842874044
## 2241   -0.361167095    12.07190    151987.93   -0.361169480
## 2247    0.828763138    12.11013    234987.89    0.828765972
## 2248    0.090434570    11.92411    183488.08    0.090434856
## 2249   -0.303819935    11.70327    155988.30   -0.303817882
## 2250   -0.619225770    11.79914    133988.20   -0.619223979
## 2251    0.542039051    11.97717    214988.02    0.542036312
## 2252    0.972132308    11.98687    244988.01    0.972133522
## 2253    0.470351224    12.02625    209987.97    0.470352717
## 2254   -0.418514939    11.70669    147988.29   -0.418510557
## 2255   -0.490196179    11.76832    142988.23   -0.490194332
## 2256    0.957795285    12.03937    243987.96    0.957796191
## 2258   -0.103107344    11.94065    169988.06   -0.103109189
## 2259    1.144169593    12.48333    256987.52    1.144165344
## 2262    1.271764525    12.02967    265887.97    1.271767395
## 2265   -0.045765019    11.89044    173988.11   -0.045762155
## 2266    0.147776761    12.16263    187487.84    0.147777749
## 2267    0.384332596    12.18488    203987.82    0.384330973
## 2268    0.047420270    11.93152    180488.07    0.047425015
## 2269    0.147779428    11.83680    187488.16    0.147782421
## 2270    1.502581630    12.27961    281987.72    1.502582723
## 2271    0.011582411    12.03367    177987.97    0.011582104
## 2272    1.330543880    12.11241    269987.89    1.330546180
## 2273    1.472474380    12.60145    279887.40    1.472471294
## 2274    0.136312623    12.07989    186687.92    0.136309673
## 2277    1.491296116    12.59917    281200.40    1.491295254
## 2280   -0.533205539    11.71696    139988.28   -0.533203331
## 2281   -0.644310162    11.77631    132238.22   -0.644312664
## 2282   -0.490196780    12.11413    142987.89   -0.490199290
## 2283   -0.131779674    12.10842    167987.89   -0.131784750
## 2284   -0.678003479    11.78772    129888.21   -0.678003786
## 2285   -0.619223830    11.83452    133988.17   -0.619224486
## 2286   -1.314546137    11.80598     85488.19   -1.314548125
## 2287   -1.013477213    11.74892    106488.25   -1.013479163
## 2288   -1.194118754    11.80598     93888.19   -1.194120867
## 2289   -1.465080365    11.80598     74988.19   -1.465082198
## 2290   -1.328880572    11.54235     84488.46   -1.328880924
## 2291   -1.462356412    11.80598     75178.19   -1.462358248
## 2292   -0.435717293    11.78886    146788.21   -0.435715629
## 2293   -0.339659637    11.75805    153488.24   -0.339660113
## 2294    0.154948973    11.95663    187988.04    0.154948992
## 2296   -0.289483541    12.00000    156988.00   -0.289485558
## 2297   -0.561875841    11.63708    137988.36   -0.561875342
## 2298   -0.683736753    11.62110    129488.38   -0.683736029
## 2300   -0.683734883    11.66504    129488.33   -0.683736659
## 2301   -0.604887405    11.85506    134988.14   -0.604888202
## 2302   -0.755419943    11.64849    124488.35   -0.755419313
## 2303   -0.547539342    11.64849    138988.35   -0.547538928
## 2305   -0.755420274    11.68900    124488.31   -0.755419894
## 2306   -0.391274933    11.92068    149888.08   -0.391274126
## 2307   -0.282315569    11.76718    157488.23   -0.282313931
## 2308   -0.117446127    12.20828    168987.79   -0.117449604
## 2310    0.213724464    12.23910    192087.76    0.213724913
## 2311    0.090433515    12.05307    183487.95    0.090433007
## 2312    0.642386802    12.45879    221987.54    0.642385455
## 2313   -0.103111175    12.13638    169987.86   -0.103111995
## 2314    0.147780013    12.03766    187487.96    0.147779541
## 2315    0.355659316    12.19630    201987.80    0.355657652
## 2316    0.111938470    12.04508    184987.95    0.111937989
## 2319    1.043809985    12.36064    249987.64    1.043811055
## 2320    0.899011622    12.21056    239887.79    0.899013766
## 2323    1.330538940    12.71615    269987.28    1.330537525
## 2324    0.090435177    11.84992    183488.15    0.090435919
## 2325   -0.166191391    12.03937    165587.96   -0.166191549
## 2326   -0.009925367    12.11413    176487.89   -0.009923917
## 2328    0.886111077    12.19116    238987.81    0.886111123
## 2329    1.402226319    12.17690    274987.82    1.402228147
## 2338   -0.117448322    12.47648    168987.52   -0.117453449
## 2339   -0.461520903    11.78544    144988.21   -0.461521421
## 2340    2.018697727    12.16092    317987.84    2.018701244
## 2343    0.362826107    12.10785    202487.89    0.362827209
## 2344    0.742743202    12.42855    228987.57    0.742741937
## 2345    0.828762388    12.47420    234987.53    0.828760752
## 2346    0.183621141    12.08103    189987.92    0.183620365
## 2347   -0.117445111    11.81169    168988.19   -0.117443918
## 2348    0.921952069    12.25108    241487.75    0.921951710
## 2349    0.167847338    12.24252    188887.76    0.167847814
## 2350    0.434510999    12.14494    207487.86    0.434509569
## 2352    0.038821653    12.06848    179887.93    0.038821104
## 2353   -0.074437473    11.80085    171988.20   -0.074434028
## 2355    0.104768473    12.25279    184487.75    0.104766722
## 2356   -0.339659945    11.79571    153488.20   -0.339660653
## 2357   -0.204903184    12.13239    162887.87   -0.204901643
## 2358    0.054593040    11.92981    180988.07    0.054593328
## 2359   -0.318157421    11.81226    154988.19   -0.318156023
## 2362   -1.278703561    11.67246     87988.33   -1.278704765
## 2363   -1.142506000    11.68159     97488.32   -1.142507402
## 2364    0.183621865    11.99258    189988.01    0.183621633
## 2365   -1.027818732    11.80598    105488.19   -1.027816559
## 2367   -1.350391588    11.74607     82988.25   -1.350388712
## 2368   -0.877284214    11.77060    115988.23   -0.877281980
## 2370   -0.848611906    11.87788    117988.12   -0.848610361
## 2371   -1.264371847    11.72381     88988.28   -1.264368923
## 2372   -0.991977249    11.80598    107988.19   -0.991975113
## 2373   -1.185520767    11.74607     94488.25   -1.185518062
## 2374   -0.442885623    11.79286    146288.21   -0.442883976
## 2375   -0.461522449    11.97432    144988.03   -0.461524129
## 2376   -0.776925225    11.69642    122988.30   -0.776924868
## 2377   -0.569049807    11.78487    137488.22   -0.569045750
## 2378   -0.475861594    12.01369    143987.99   -0.475861272
## 2379    1.975686705    12.31271    314987.69    1.975689333
## 2382    1.072485254    12.10614    251987.89    1.072487860
## 2386    2.133389837    12.23852    325987.76    2.133392758
## 2388    1.889667171    12.58205    308987.42    1.889666001
## 2390    1.409392953    12.38004    275487.62    1.409393524
## 2402    1.402225562    12.26934    274987.73    1.402226822
## 2403    1.459571888    12.27505    278987.72    1.459573053
## 2404    0.124123031    11.96120    185838.04    0.124125283
## 2405    1.509749365    12.07589    282487.92    1.509753933
## 2410   -0.078023125    11.98459    171738.02   -0.078020807
## 2421    0.814429092    12.07133    233987.93    0.814429950
## 2422    0.542032063    12.01369    214987.99    0.542035788
## 2423    1.000661652    12.04508    246977.95    1.000662479
## 2424    0.022189620    11.98973    178728.01    0.022191802
## 2425    0.685399795    12.06619    224987.93    0.685400819
## 2428    0.520385803    12.04223    213477.96    0.520387146
## 2431    0.214302448    12.23168    192127.77    0.214298483
## 2432    0.086132611    12.04394    183187.96    0.086132164
## 2433    0.011578311    11.98973    177988.01    0.011582734
## 2434    0.348346255    12.09472    201477.91    0.348347454
## 2435    0.764247016    12.28760    230487.71    0.764248825
## 2436    0.040253284    12.04394    179987.96    0.040255114
## 2437   -0.068703319    12.13239    172387.87   -0.068704149
## 2438    0.542034500    12.26078    214987.74    0.542032246
## 2439    0.325549727    12.25907    199887.74    0.325549938
## 2440   -0.060101396    12.13638    172987.86   -0.060102260
## 2442    0.757079291    12.49017    229987.51    0.757077632
## 2443    2.448794586    12.54781    347987.45    2.448793046
## 2444    1.559927751    12.31042    285987.69    1.559928594
## 2445    1.760638851    12.45765    299987.54    1.760638580
## 2448    1.473908435    12.28075    279987.72    1.473909550
## 2450    2.477466213    12.73840    349987.26    2.477463471
## 2452    2.061706094    12.60601    320987.39    2.061704598
## 2453    1.617271555    12.62427    289987.38    1.617270408
## 2454    1.975685110    12.78006    314987.22    1.975682632
## 2459    0.785755630    12.10500    231987.90    0.785756311
## 2466    0.338814100    12.16206    200812.84    0.338812664
## 2469   -0.017091954    11.90527    175988.09   -0.017089212
## 2471   -0.540374797    11.83452    139488.17   -0.540373306
## 2476    0.097598830    12.14494    183987.86    0.097599979
## 2477    0.110502235    12.08731    184887.91    0.110503726
## 2478    0.140610134    12.23111    186987.77    0.140608479
## 2479   -0.018524958    12.09758    175887.90   -0.018525626
## 2480    1.022311110    12.17062    248487.83    1.022308912
## 2481   -0.074436714    11.98060    171988.02   -0.074436605
## 2482   -0.375504326    11.87731    150988.12   -0.375503268
## 2483   -0.389841400    11.93609    149988.06   -0.389840689
## 2484   -1.006309215    11.78544    106988.21   -1.006311397
## 2486   -0.683737780    11.74664    129488.25   -0.683737829
## 2488   -0.827109052    12.12668    119487.87   -0.827109060
## 2490   -0.375504302    11.87446    150988.13   -0.375503228
## 2491   -0.733915838    11.74436    125988.26   -0.733915820
## 2492   -0.877281419    11.70156    115988.30   -0.877280990
## 2493   -0.626391113    11.71069    133488.29   -0.626391000
## 2494   -0.807391065    11.76718    120863.23   -0.807391111
## 2495   -0.576213084    11.71639    136988.28   -0.576213058
## 2496   -0.762588688    11.70327    123988.30   -0.762588388
## 2497   -0.604887676    11.88816    134988.11   -0.604888677
## 2498   -0.688038539    11.71982    129188.28   -0.688038418
## 2500    1.187174269    12.56207    259987.44    1.187173950
## 2501    2.248080255    12.79546    333987.20    2.248077399
## 2503    1.301869813    12.49246    267987.51    1.301867575
## 2504    1.215851158    12.10956    261987.89    1.215853595
## 2505   -0.011356743    11.83509    176388.16   -0.011353574
## 2506    0.283974362    11.89443    196988.11    0.283979088
## 2507   -0.375506102    11.82196    150988.18   -0.375502475
## 2508   -0.427117945    11.83509    147388.16   -0.427114345
## 2509   -0.391276462    11.83509    149888.16   -0.391272899
## 2511   -0.160456862    12.05250    165987.95   -0.160457105
## 2512    0.096166263    12.01141    183887.99    0.096168235
## 2513   -0.174795021    11.97147    164988.03   -0.174792522
## 2514   -0.547545034    11.79914    138988.20   -0.547541087
## 2515    0.326984283    12.14951    199987.85    0.326985167
## 2516    0.628051099    12.07761    220987.92    0.628054342
## 2517    1.330544511    12.03538    269987.96    1.330547285
## 2518   -0.174791979    11.87218    164988.13   -0.174791098
## 2519    0.527696502    11.88758    213988.11    0.527701018
## 2520    0.154946008    11.77403    187988.23    0.154951610
## 2521    0.183618307    11.88245    189988.12    0.183623212
## 2522   -0.103113556    11.88245    169988.12   -0.103108354
## 2524   -0.440016653    11.86362    146488.14   -0.440017675
## 2525   -0.103114568    12.27847    169987.72   -0.103114032
## 2526    1.223019200    12.41314    262487.59    1.223017531
## 2527    0.038822288    11.99087    179888.01    0.038822217
## 2528    1.043811689    12.69731    249987.30    1.043806228
## 2530   -0.181963094    11.94408    164488.06   -0.181960418
## 2531   -0.533208833    11.84707    139988.15   -0.533205196
## 2532   -0.597718184    11.74207    135488.26   -0.597718293
## 2533   -0.504530660    11.78259    141988.22   -0.504531115
## 2534   -0.318158306    12.19287    154987.81   -0.318161479
## 2536   -0.554708740    11.78316    138488.22   -0.554709148
## 2537   -0.533203131    11.69528    139988.30   -0.533203020
## 2538   -0.756854700    11.78259    124388.22   -0.756854894
## 2539   -0.275145589    11.83394    157988.17   -0.275146599
## 2540   -0.447184983    11.86761    145988.13   -0.447186021
## 2541    0.183619185    12.32013    189987.68    0.183616937
## 2542   -0.583381917    11.78202    136488.22   -0.583382288
## 2543   -0.678002564    11.67588    129888.32   -0.678002183
## 2544   -0.461523967    12.15978    144987.84   -0.461526788
## 2546   -0.246475146    11.89671    159988.10   -0.246474342
## 2547   -0.146120100    12.03195    166987.97   -0.146120233
## 2548   -0.282315282    12.00456    157488.00   -0.282317334
## 2549   -0.533206281    11.80770    139988.19   -0.533204632
## 2551   -0.368333944    11.89500    151488.10   -0.368335233
## 2552   -0.679438229    11.64849    129788.35   -0.679435448
##  [ reached 'max' / getOption("max.print") -- omitted 262 rows ]
model4NoInf=lm(subdataNoInf$SalePrice~subdataNoInf$TotalFloorSF+subdataNoInf$OverallQual+subdataNoInf$HouseAge)
model4NoInf
## 
## Call:
## lm(formula = subdataNoInf$SalePrice ~ subdataNoInf$TotalFloorSF + 
##     subdataNoInf$OverallQual + subdataNoInf$HouseAge)
## 
## Coefficients:
##               (Intercept)  subdataNoInf$TotalFloorSF  
##                 -17860.99                      62.52  
##  subdataNoInf$OverallQual      subdataNoInf$HouseAge  
##                  19188.57                    -439.96
summary(model4NoInf)
## 
## Call:
## lm(formula = subdataNoInf$SalePrice ~ subdataNoInf$TotalFloorSF + 
##     subdataNoInf$OverallQual + subdataNoInf$HouseAge)
## 
## Residuals:
##    Min     1Q Median     3Q    Max 
## -68412 -16782   -212  15013  82389 
## 
## Coefficients:
##                             Estimate Std. Error t value             Pr(>|t|)
## (Intercept)               -17860.988   3672.048  -4.864           0.00000123
## subdataNoInf$TotalFloorSF     62.515      1.445  43.251 < 0.0000000000000002
## subdataNoInf$OverallQual   19188.573    600.386  31.960 < 0.0000000000000002
## subdataNoInf$HouseAge       -439.955     22.047 -19.955 < 0.0000000000000002
## 
## Residual standard error: 23870 on 2144 degrees of freedom
## Multiple R-squared:  0.8223, Adjusted R-squared:  0.8221 
## F-statistic:  3307 on 3 and 2144 DF,  p-value: < 0.00000000000000022
model5NoInf=lm(subdataNoInf$SalePrice~subdataNoInf$TotalFloorSF+subdataNoInf$OverallQual+subdataNoInf$HouseAge+subdataNoInf$LotArea)
model5NoInf
## 
## Call:
## lm(formula = subdataNoInf$SalePrice ~ subdataNoInf$TotalFloorSF + 
##     subdataNoInf$OverallQual + subdataNoInf$HouseAge + subdataNoInf$LotArea)
## 
## Coefficients:
##               (Intercept)  subdataNoInf$TotalFloorSF  
##                -30808.003                     54.843  
##  subdataNoInf$OverallQual      subdataNoInf$HouseAge  
##                 19981.554                   -438.286  
##      subdataNoInf$LotArea  
##                     2.028
summary(model5NoInf)
## 
## Call:
## lm(formula = subdataNoInf$SalePrice ~ subdataNoInf$TotalFloorSF + 
##     subdataNoInf$OverallQual + subdataNoInf$HouseAge + subdataNoInf$LotArea)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -108169  -15150      53   13935   73768 
## 
## Coefficients:
##                              Estimate  Std. Error t value            Pr(>|t|)
## (Intercept)               -30808.0034   3520.5764  -8.751 <0.0000000000000002
## subdataNoInf$TotalFloorSF     54.8425      1.4248  38.491 <0.0000000000000002
## subdataNoInf$OverallQual   19981.5545    564.3446  35.407 <0.0000000000000002
## subdataNoInf$HouseAge       -438.2865     20.6557 -21.219 <0.0000000000000002
## subdataNoInf$LotArea           2.0284      0.1172  17.312 <0.0000000000000002
## 
## Residual standard error: 22370 on 2143 degrees of freedom
## Multiple R-squared:  0.8441, Adjusted R-squared:  0.8438 
## F-statistic:  2901 on 4 and 2143 DF,  p-value: < 0.00000000000000022
anova(model5NoInf)
## Analysis of Variance Table
## 
## Response: subdataNoInf$SalePrice
##                             Df        Sum Sq       Mean Sq F value
## subdataNoInf$TotalFloorSF    1 4025588493813 4025588493813 8046.55
## subdataNoInf$OverallQual     1 1402758877331 1402758877331 2803.90
## subdataNoInf$HouseAge        1  226968151749  226968151749  453.68
## subdataNoInf$LotArea         1  149931251838  149931251838  299.69
## Residuals                 2143 1072116660402     500287756        
##                                          Pr(>F)
## subdataNoInf$TotalFloorSF < 0.00000000000000022
## subdataNoInf$OverallQual  < 0.00000000000000022
## subdataNoInf$HouseAge     < 0.00000000000000022
## subdataNoInf$LotArea      < 0.00000000000000022
## Residuals
subdataNoInf$predict5NoInf=predict(model5NoInf)
subdataNoInf$residual5NoInf=subdataNoInf$SalePrice-subdataNoInf$predict5NoInf
summary(subdataNoInf$residual5NoInf)
##      Min.   1st Qu.    Median      Mean   3rd Qu.      Max. 
## -108168.9  -15150.2      53.4       0.0   13935.5   73768.2
print(paste('SD:',sd(subdataNoInf$residual5NoInf)))
## [1] "SD: 22346.267858244"
subdataNoInf$standResid5NoInf=(subdataNoInf$residual5NoInf-mean(subdataNoInf$residual5NoInf))/sd(subdataNoInf$residual5NoInf)
hist(subdataNoInf$standResid5NoInf)

plot(subdataNoInf$predict5NoInf,subdataNoInf$standResid5NoInf)

```